Pandas Profiling Report

Dataset statistics

Number of variables	42
Number of observations	199523
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	2766
Duplicate rows (%)	1.4%
Total size in memory	63.9 MiB
Average record size in memory	336.0 B

Variable types

Numeric	10
Categorical	32

Warnings

Dataset has 2766 (1.4%) duplicate rows	Duplicates
`state_of_previous_residence` has a high cardinality: 51 distinct values	High cardinality
`num_persons_worked_for_employer` is highly correlated with `weeks_worked_in_year`	High correlation
`weeks_worked_in_year` is highly correlated with `num_persons_worked_for_employer`	High correlation
`num_persons_worked_for_employer` is highly correlated with `weeks_worked_in_year`	High correlation
`weeks_worked_in_year` is highly correlated with `num_persons_worked_for_employer`	High correlation
`age` is highly correlated with `wage_per_hour` and 4 other fields	High correlation
`wage_per_hour` is highly correlated with `age` and 4 other fields	High correlation
`capital_gains` is highly correlated with `age` and 4 other fields	High correlation
`capital_losses` is highly correlated with `age` and 4 other fields	High correlation
`divdends_from_stocks` is highly correlated with `age` and 4 other fields	High correlation
`instance_weight` is highly correlated with `label`	High correlation
`num_persons_worked_for_employer` is highly correlated with `label`	High correlation
`weeks_worked_in_year` is highly correlated with `label`	High correlation
`label` is highly correlated with `age` and 7 other fields	High correlation
`race` is highly correlated with `country_of_birth_mother` and 2 other fields	High correlation
`tax_filer_status` is highly correlated with `weeks_worked_in_year` and 12 other fields	High correlation
`migration_code_change_in_msa` is highly correlated with `migration_code_move_within_reg` and 7 other fields	High correlation
`migration_code_move_within_reg` is highly correlated with `migration_code_change_in_msa` and 7 other fields	High correlation
`country_of_birth_mother` is highly correlated with `race` and 4 other fields	High correlation
`weeks_worked_in_year` is highly correlated with `tax_filer_status` and 10 other fields	High correlation
`member_of_a_labor_union` is highly correlated with `class_of_worker` and 1 other fields	High correlation
`citizenship` is highly correlated with `country_of_birth_mother` and 3 other fields	High correlation
`hispanic_Origin` is highly correlated with `country_of_birth_mother` and 3 other fields	High correlation
`full_or_part_time_employment_stat` is highly correlated with `migration_code_change_in_msa` and 6 other fields	High correlation
`region_of_previous_residence` is highly correlated with `migration_code_change_in_msa` and 5 other fields	High correlation
`migration_code_change_in_reg` is highly correlated with `migration_code_change_in_msa` and 7 other fields	High correlation
`detailed_household_summary_in_household` is highly correlated with `tax_filer_status` and 7 other fields	High correlation
`live_in_this_house_1_year_ago` is highly correlated with `migration_code_change_in_msa` and 7 other fields	High correlation
`year` is highly correlated with `migration_code_change_in_msa` and 5 other fields	High correlation
`veterans_benefits` is highly correlated with `tax_filer_status` and 13 other fields	High correlation
`education` is highly correlated with `tax_filer_status` and 12 other fields	High correlation
`major_occupation_code` is highly correlated with `tax_filer_status` and 11 other fields	High correlation
`state_of_previous_residence` is highly correlated with `migration_code_change_in_msa` and 5 other fields	High correlation
`class_of_worker` is highly correlated with `tax_filer_status` and 12 other fields	High correlation
`sex` is highly correlated with `detailed_household_and_family_stat`	High correlation
`wage_per_hour` is highly correlated with `member_of_a_labor_union`	High correlation
`num_persons_worked_for_employer` is highly correlated with `tax_filer_status` and 10 other fields	High correlation
`migration_prev_res_in_sunbelt` is highly correlated with `migration_code_change_in_msa` and 7 other fields	High correlation
`age` is highly correlated with `tax_filer_status` and 14 other fields	High correlation
`country_of_birth_self` is highly correlated with `race` and 4 other fields	High correlation
`major_industry_code` is highly correlated with `tax_filer_status` and 12 other fields	High correlation
`industry_code` is highly correlated with `tax_filer_status` and 9 other fields	High correlation
`detailed_household_and_family_stat` is highly correlated with `tax_filer_status` and 12 other fields	High correlation
`family_members_under_18` is highly correlated with `tax_filer_status` and 11 other fields	High correlation
`marital_status` is highly correlated with `tax_filer_status` and 6 other fields	High correlation
`reason_for_unemployment` is highly correlated with `class_of_worker`	High correlation
`country_of_birth_father` is highly correlated with `race` and 4 other fields	High correlation
`fill_inc_questionnaire_for_veterans_admin` is highly correlated with `veterans_benefits`	High correlation
`occupation_code` is highly correlated with `weeks_worked_in_year` and 8 other fields	High correlation
`enrolled_in_edu_inst_last_wk` is highly correlated with `education` and 2 other fields	High correlation
`tax_filer_status` is highly correlated with `veterans_benefits` and 1 other fields	High correlation
`migration_code_change_in_msa` is highly correlated with `migration_code_move_within_reg` and 5 other fields	High correlation
`migration_code_move_within_reg` is highly correlated with `migration_code_change_in_msa` and 6 other fields	High correlation
`country_of_birth_mother` is highly correlated with `citizenship` and 3 other fields	High correlation
`citizenship` is highly correlated with `country_of_birth_mother` and 2 other fields	High correlation
`hispanic_Origin` is highly correlated with `country_of_birth_mother` and 1 other fields	High correlation
`full_or_part_time_employment_stat` is highly correlated with `live_in_this_house_1_year_ago` and 1 other fields	High correlation
`migration_code_change_in_reg` is highly correlated with `migration_code_change_in_msa` and 5 other fields	High correlation
`region_of_previous_residence` is highly correlated with `migration_code_change_in_msa` and 5 other fields	High correlation
`detailed_household_summary_in_household` is highly correlated with `veterans_benefits` and 2 other fields	High correlation
`live_in_this_house_1_year_ago` is highly correlated with `migration_code_change_in_msa` and 7 other fields	High correlation
`year` is highly correlated with `migration_code_change_in_msa` and 5 other fields	High correlation
`veterans_benefits` is highly correlated with `tax_filer_status` and 5 other fields	High correlation
`education` is highly correlated with `veterans_benefits`	High correlation
`major_occupation_code` is highly correlated with `major_industry_code`	High correlation
`state_of_previous_residence` is highly correlated with `migration_code_move_within_reg` and 3 other fields	High correlation
`migration_prev_res_in_sunbelt` is highly correlated with `migration_code_change_in_msa` and 6 other fields	High correlation
`country_of_birth_self` is highly correlated with `country_of_birth_mother` and 2 other fields	High correlation
`major_industry_code` is highly correlated with `major_occupation_code`	High correlation
`detailed_household_and_family_stat` is highly correlated with `tax_filer_status` and 3 other fields	High correlation
`family_members_under_18` is highly correlated with `detailed_household_summary_in_household` and 2 other fields	High correlation
`country_of_birth_father` is highly correlated with `country_of_birth_mother` and 3 other fields	High correlation
`fill_inc_questionnaire_for_veterans_admin` is highly correlated with `veterans_benefits`	High correlation
`divdends_from_stocks` is highly skewed (γ1 = 27.78650179)	Skewed
`age` has 2839 (1.4%) zeros	Zeros
`industry_code` has 100684 (50.5%) zeros	Zeros
`occupation_code` has 100684 (50.5%) zeros	Zeros
`wage_per_hour` has 188219 (94.3%) zeros	Zeros
`capital_gains` has 192144 (96.3%) zeros	Zeros
`capital_losses` has 195617 (98.0%) zeros	Zeros
`divdends_from_stocks` has 178382 (89.4%) zeros	Zeros
`num_persons_worked_for_employer` has 95983 (48.1%) zeros	Zeros
`weeks_worked_in_year` has 95983 (48.1%) zeros	Zeros

Reproduction

Analysis started	2021-09-08 17:05:06.466431
Analysis finished	2021-09-08 17:23:18.238996
Duration	18 minutes and 11.77 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

age
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	91
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.49419866

Minimum	0
Maximum	90
Zeros	2839
Zeros (%)	1.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	15
median	33
Q3	50
95-th percentile	75
Maximum	90
Range	90
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	22.31089521
Coefficient of variation (CV)	0.6468013774
Kurtosis	-0.7328243009
Mean	34.49419866
Median Absolute Deviation (MAD)	17
Skewness	0.3732904573
Sum	6882386
Variance	497.7760449
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34	3489	1.7%
35	3450	1.7%
36	3353	1.7%
31	3351	1.7%
33	3340	1.7%
5	3332	1.7%
4	3318	1.7%
3	3279	1.6%
37	3278	1.6%
38	3277	1.6%
Other values (81)	166056	83.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2839	1.4%
1	3138	1.6%
2	3236	1.6%
3	3279	1.6%
4	3318	1.7%
5	3332	1.7%
6	3171	1.6%
7	3218	1.6%
8	3187	1.6%
9	3162	1.6%

Value	Count	Frequency (%)
90	725	0.4%
89	195	0.1%
88	241	0.1%
87	301	0.2%
86	348	0.2%
85	423	0.2%
84	519	0.3%
83	561	0.3%
82	615	0.3%
81	720	0.4%

class_of_worker
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	100245
Private	72028
Self-employed-not incorporated	8445
Local government	7784
State government	4227
Other values (4)	6794

Length

Max length	31
Median length	16
Mean length	14.02115546
Min length	8

Characters and Unicode

Total characters	2797543
Distinct characters	29
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Self-employed-not incorporated
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	100245	50.2%
Private	72028	36.1%
Self-employed-not incorporated	8445	4.2%
Local government	7784	3.9%
State government	4227	2.1%
Self-employed-incorporated	3265	1.6%
Federal government	2925	1.5%
Never worked	439	0.2%
Without pay	165	0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	100245	23.6%
in	100245	23.6%
universe	100245	23.6%
private	72028	17.0%
government	14936	3.5%
self-employed-not	8445	2.0%
incorporated	8445	2.0%
local	7784	1.8%
state	4227	1.0%
self-employed-incorporated	3265	0.8%
Other values (5)	4133	1.0%

Most occurring characters

Value	Count	Frequency (%)
	423998	15.2%
e	360624	12.9%
i	284393	10.2%
n	250517	9.0%
t	216148	7.7%
r	214432	7.7%
v	187648	6.7%
o	167144	6.0%
N	100684	3.6%
u	100410	3.6%
Other values (19)	491545	17.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2150602	76.9%
Space Separator	423998	15.2%
Uppercase Letter	199523	7.1%
Dash Punctuation	23420	0.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	360624	16.8%
i	284393	13.2%
n	250517	11.6%
t	216148	10.1%
r	214432	10.0%
v	187648	8.7%
o	167144	7.8%
u	100410	4.7%
s	100245	4.7%
a	98839	4.6%
Other values (11)	170202	7.9%

Uppercase Letter

Value	Count	Frequency (%)
N	100684	50.5%
P	72028	36.1%
S	15937	8.0%
L	7784	3.9%
F	2925	1.5%
W	165	0.1%

Space Separator

Value	Count	Frequency (%)
	423998	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	23420	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2350125	84.0%
Common	447418	16.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	360624	15.3%
i	284393	12.1%
n	250517	10.7%
t	216148	9.2%
r	214432	9.1%
v	187648	8.0%
o	167144	7.1%
N	100684	4.3%
u	100410	4.3%
s	100245	4.3%
Other values (17)	367880	15.7%

Common

Value	Count	Frequency (%)
	423998	94.8%
-	23420	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2797543	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	423998	15.2%
e	360624	12.9%
i	284393	10.2%
n	250517	9.0%
t	216148	7.7%
r	214432	7.7%
v	187648	6.7%
o	167144	6.0%
N	100684	3.6%
u	100410	3.6%
Other values (19)	491545	17.6%

industry_code
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	52
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.35232028

Minimum	0
Maximum	51
Zeros	100684
Zeros (%)	50.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	33
95-th percentile	44
Maximum	51
Range	51
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	18.0671288
Coefficient of variation (CV)	1.17683376
Kurtosis	-1.501107921
Mean	15.35232028
Median Absolute Deviation (MAD)	0
Skewness	0.5166876791
Sum	3063141
Variance	326.421143
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	100684	50.5%
33	17070	8.6%
43	8283	4.2%
4	5984	3.0%
42	4683	2.3%
45	4482	2.2%
29	4209	2.1%
37	4022	2.0%
41	3964	2.0%
32	3596	1.8%
Other values (42)	42546	21.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	100684	50.5%
1	827	0.4%
2	2196	1.1%
3	563	0.3%
4	5984	3.0%
5	553	0.3%
6	554	0.3%
7	422	0.2%
8	550	0.3%
9	993	0.5%

Value	Count	Frequency (%)
51	36	< 0.1%
50	1704	0.9%
49	610	0.3%
48	652	0.3%
47	1644	0.8%
46	187	0.1%
45	4482	2.2%
44	2549	1.3%
43	8283	4.2%
42	4683	2.3%

occupation_code
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.30655614

Minimum	0
Maximum	46
Zeros	100684
Zeros (%)	50.5%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	26
95-th percentile	38
Maximum	46
Range	46
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	14.45420392
Coefficient of variation (CV)	1.278391381
Kurtosis	-0.8965333655
Mean	11.30655614
Median Absolute Deviation (MAD)	0
Skewness	0.829238138
Sum	2255918
Variance	208.9240109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
0	100684	50.5%
2	8756	4.4%
26	7887	4.0%
19	5413	2.7%
29	5105	2.6%
36	4145	2.1%
34	4025	2.0%
10	3683	1.8%
16	3445	1.7%
23	3392	1.7%
Other values (37)	52988	26.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	100684	50.5%
1	544	0.3%
2	8756	4.4%
3	3195	1.6%
4	1364	0.7%
5	855	0.4%
6	441	0.2%
7	731	0.4%
8	2151	1.1%
9	738	0.4%

Value	Count	Frequency (%)
46	36	< 0.1%
45	172	0.1%
44	1592	0.8%
43	1382	0.7%
42	1918	1.0%
41	1592	0.8%
40	617	0.3%
39	1017	0.5%
38	3003	1.5%
37	2234	1.1%

education
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

High school graduate	48407
Children	47422
Some college but no degree	27820
Bachelors degree(BA AB BS)	19865
7th and 8th grade	8007
Other values (12)	48002

Length

Max length	39
Median length	21
Mean length	19.86398561
Min length	9

Characters and Unicode

Total characters	3963322
Distinct characters	47
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	High school graduate
2nd row	Some college but no degree
3rd row	10th grade
4th row	Children
5th row	Children

Common Values

Value	Count	Frequency (%)
High school graduate	48407	24.3%
Children	47422	23.8%
Some college but no degree	27820	13.9%
Bachelors degree(BA AB BS)	19865	10.0%
7th and 8th grade	8007	4.0%
10th grade	7557	3.8%
11th grade	6876	3.4%
Masters degree(MA MS MEng MEd MSW MBA)	6541	3.3%
9th grade	6230	3.1%
Associates degree-occup /vocational	5358	2.7%
Other values (7)	15440	7.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
school	50200	8.2%
graduate	48407	7.9%
high	48407	7.9%
children	47422	7.7%
grade	36691	6.0%
no	29946	4.9%
degree	29613	4.8%
some	27820	4.5%
college	27820	4.5%
but	27820	4.5%
Other values (42)	239176	39.0%

Most occurring characters

Value	Count	Frequency (%)
	613322	15.5%
e	459561	11.6%
o	247530	6.2%
r	244586	6.2%
g	239232	6.0%
d	225421	5.7%
h	215132	5.4%
a	205652	5.2%
l	180611	4.6%
t	150966	3.8%
Other values (37)	1181309	29.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2803290	70.7%
Space Separator	613322	15.5%
Uppercase Letter	402776	10.2%
Decimal Number	69931	1.8%
Open Punctuation	29462	0.7%
Close Punctuation	29462	0.7%
Dash Punctuation	9721	0.2%
Other Punctuation	5358	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	459561	16.4%
o	247530	8.8%
r	244586	8.7%
g	239232	8.5%
d	225421	8.0%
h	215132	7.7%
a	205652	7.3%
l	180611	6.4%
t	150966	5.4%
c	133669	4.8%
Other values (9)	500930	17.9%

Uppercase Letter

Value	Count	Frequency (%)
B	87794	21.8%
S	62560	15.5%
A	62533	15.5%
M	49373	12.3%
H	48407	12.0%
C	47422	11.8%
E	14345	3.6%
D	12754	3.2%
W	6541	1.6%
L	4405	1.1%
Other values (3)	6642	1.6%

Decimal Number

Value	Count	Frequency (%)
1	26053	37.3%
7	8007	11.4%
8	8007	11.4%
0	7557	10.8%
9	6230	8.9%
2	3925	5.6%
5	3277	4.7%
6	3277	4.7%
3	1799	2.6%
4	1799	2.6%

Space Separator

Value	Count	Frequency (%)
	613322	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	29462	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	29462	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	9721	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	5358	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3206066	80.9%
Common	757256	19.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	459561	14.3%
o	247530	7.7%
r	244586	7.6%
g	239232	7.5%
d	225421	7.0%
h	215132	6.7%
a	205652	6.4%
l	180611	5.6%
t	150966	4.7%
c	133669	4.2%
Other values (22)	903706	28.2%

Common

Value	Count	Frequency (%)
	613322	81.0%
(	29462	3.9%
)	29462	3.9%
1	26053	3.4%
-	9721	1.3%
7	8007	1.1%
8	8007	1.1%
0	7557	1.0%
9	6230	0.8%
/	5358	0.7%
Other values (5)	14077	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3963322	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	613322	15.5%
e	459561	11.6%
o	247530	6.2%
r	244586	6.2%
g	239232	6.0%
d	225421	5.7%
h	215132	5.4%
a	205652	5.2%
l	180611	4.6%
t	150966	3.8%
Other values (37)	1181309	29.8%

wage_per_hour
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1240
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	55.42690818

Minimum	0
Maximum	9999
Zeros	188219
Zeros (%)	94.3%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	495
Maximum	9999
Range	9999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	274.8964539
Coefficient of variation (CV)	4.959620931
Kurtosis	155.2188969
Mean	55.42690818
Median Absolute Deviation (MAD)	0
Skewness	8.935096531
Sum	11058943
Variance	75568.06037
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	188219	94.3%
500	734	0.4%
600	546	0.3%
700	534	0.3%
800	507	0.3%
1000	386	0.2%
425	376	0.2%
900	336	0.2%
550	280	0.1%
1200	256	0.1%
Other values (1230)	7349	3.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	188219	94.3%
20	1	< 0.1%
70	1	< 0.1%
75	2	< 0.1%
100	11	< 0.1%
110	1	< 0.1%
125	1	< 0.1%
135	1	< 0.1%
143	1	< 0.1%
150	6	< 0.1%

Value	Count	Frequency (%)
9999	1	< 0.1%
9916	1	< 0.1%
9800	2	< 0.1%
9400	2	< 0.1%
9000	1	< 0.1%
8800	1	< 0.1%
8600	1	< 0.1%
8500	1	< 0.1%
8300	1	< 0.1%
8000	4	< 0.1%

enrolled_in_edu_inst_last_wk
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	186943
High school	6892
College or university	5688

Length

Max length	22
Median length	16
Mean length	16.03287842
Min length	12

Characters and Unicode

Total characters	3198928
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	High school
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	186943	93.7%
High school	6892	3.5%
College or university	5688	2.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	186943	31.6%
in	186943	31.6%
universe	186943	31.6%
high	6892	1.2%
school	6892	1.2%
college	5688	1.0%
or	5688	1.0%
university	5688	1.0%

Most occurring characters

Value	Count	Frequency (%)
	591677	18.5%
i	392154	12.3%
e	390950	12.2%
n	379574	11.9%
o	212103	6.6%
s	199523	6.2%
r	198319	6.2%
t	192631	6.0%
u	192631	6.0%
v	192631	6.0%
Other values (8)	256735	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2407728	75.3%
Space Separator	591677	18.5%
Uppercase Letter	199523	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	392154	16.3%
e	390950	16.2%
n	379574	15.8%
o	212103	8.8%
s	199523	8.3%
r	198319	8.2%
t	192631	8.0%
u	192631	8.0%
v	192631	8.0%
l	18268	0.8%
Other values (4)	38944	1.6%

Uppercase Letter

Value	Count	Frequency (%)
N	186943	93.7%
H	6892	3.5%
C	5688	2.9%

Space Separator

Value	Count	Frequency (%)
	591677	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2607251	81.5%
Common	591677	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	392154	15.0%
e	390950	15.0%
n	379574	14.6%
o	212103	8.1%
s	199523	7.7%
r	198319	7.6%
t	192631	7.4%
u	192631	7.4%
v	192631	7.4%
N	186943	7.2%
Other values (7)	69792	2.7%

Common

Value	Count	Frequency (%)
	591677	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3198928	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	591677	18.5%
i	392154	12.3%
e	390950	12.2%
n	379574	11.9%
o	212103	6.6%
s	199523	6.2%
r	198319	6.2%
t	192631	6.0%
u	192631	6.0%
v	192631	6.0%
Other values (8)	256735	8.0%

marital_status
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Never married	86485
Married-civilian spouse present	84222
Divorced	12710
Widowed	10463
Separated	3460
Other values (2)	2183

Length

Max length	32
Median length	14
Mean length	20.99977947
Min length	8

Characters and Unicode

Total characters	4189939
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Widowed
2nd row	Divorced
3rd row	Never married
4th row	Never married
5th row	Never married

Common Values

Value	Count	Frequency (%)
Never married	86485	43.3%
Married-civilian spouse present	84222	42.2%
Divorced	12710	6.4%
Widowed	10463	5.2%
Separated	3460	1.7%
Married-spouse absent	1518	0.8%
Married-A F spouse present	665	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
never	86485	18.9%
married	86485	18.9%
spouse	84887	18.5%
present	84887	18.5%
married-civilian	84222	18.4%
divorced	12710	2.8%
widowed	10463	2.3%
separated	3460	0.8%
married-spouse	1518	0.3%
absent	1518	0.3%
Other values (2)	1330	0.3%

Most occurring characters

Value	Count	Frequency (%)
e	633650	15.1%
r	533322	12.7%
	457965	10.9%
i	448729	10.7%
a	265550	6.3%
s	259215	6.2%
d	209986	5.0%
v	183417	4.4%
p	174752	4.2%
n	170627	4.1%
Other values (16)	852726	20.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3444716	82.2%
Space Separator	457965	10.9%
Uppercase Letter	200853	4.8%
Dash Punctuation	86405	2.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	633650	18.4%
r	533322	15.5%
i	448729	13.0%
a	265550	7.7%
s	259215	7.5%
d	209986	6.1%
v	183417	5.3%
p	174752	5.1%
n	170627	5.0%
o	109578	3.2%
Other values (7)	455890	13.2%

Uppercase Letter

Value	Count	Frequency (%)
N	86485	43.1%
M	86405	43.0%
D	12710	6.3%
W	10463	5.2%
S	3460	1.7%
A	665	0.3%
F	665	0.3%

Space Separator

Value	Count	Frequency (%)
	457965	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	86405	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3645569	87.0%
Common	544370	13.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	633650	17.4%
r	533322	14.6%
i	448729	12.3%
a	265550	7.3%
s	259215	7.1%
d	209986	5.8%
v	183417	5.0%
p	174752	4.8%
n	170627	4.7%
o	109578	3.0%
Other values (14)	656743	18.0%

Common

Value	Count	Frequency (%)
	457965	84.1%
-	86405	15.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4189939	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	633650	15.1%
r	533322	12.7%
	457965	10.9%
i	448729	10.7%
a	265550	6.3%
s	259215	6.2%
d	209986	5.0%
v	183417	4.4%
p	174752	4.2%
n	170627	4.1%
Other values (16)	852726	20.4%

major_industry_code
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe or children	100684
Retail trade	17070
Manufacturing-durable goods	9015
Education	8283
Manufacturing-nondurable goods	6897
Other values (19)	57574

Length

Max length	36
Median length	28
Mean length	24.39614982
Min length	7

Characters and Unicode

Total characters	4867593
Distinct characters	38
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe or children
2nd row	Construction
3rd row	Not in universe or children
4th row	Not in universe or children
5th row	Not in universe or children

Common Values

Value	Count	Frequency (%)
Not in universe or children	100684	50.5%
Retail trade	17070	8.6%
Manufacturing-durable goods	9015	4.5%
Education	8283	4.2%
Manufacturing-nondurable goods	6897	3.5%
Finance insurance and real estate	6145	3.1%
Construction	5984	3.0%
Business and repair services	5651	2.8%
Medical except hospital	4683	2.3%
Public administration	4610	2.3%
Other values (14)	30501	15.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	100684	13.8%
universe	100684	13.8%
or	100684	13.8%
children	100684	13.8%
in	100684	13.8%
services	21706	3.0%
trade	20666	2.8%
retail	17070	2.3%
goods	15912	2.2%
and	13161	1.8%
Other values (34)	135470	18.6%

Most occurring characters

Value	Count	Frequency (%)
	727405	14.9%
e	493118	10.1%
i	454739	9.3%
n	445989	9.2%
r	444143	9.1%
o	304536	6.3%
t	242020	5.0%
s	233277	4.8%
a	190749	3.9%
c	188561	3.9%
Other values (28)	1143056	23.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3918843	80.5%
Space Separator	727405	14.9%
Uppercase Letter	205433	4.2%
Dash Punctuation	15912	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	493118	12.6%
i	454739	11.6%
n	445989	11.4%
r	444143	11.3%
o	304536	7.8%
t	242020	6.2%
s	233277	6.0%
a	190749	4.9%
c	188561	4.8%
u	187265	4.8%
Other values (11)	734446	18.7%

Uppercase Letter

Value	Count	Frequency (%)
N	100684	49.0%
M	21158	10.3%
R	17070	8.3%
E	9934	4.8%
H	9838	4.8%
P	8492	4.1%
C	7165	3.5%
F	6368	3.1%
B	5651	2.8%
O	4482	2.2%
Other values (5)	14591	7.1%

Space Separator

Value	Count	Frequency (%)
	727405	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	15912	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4124276	84.7%
Common	743317	15.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	493118	12.0%
i	454739	11.0%
n	445989	10.8%
r	444143	10.8%
o	304536	7.4%
t	242020	5.9%
s	233277	5.7%
a	190749	4.6%
c	188561	4.6%
u	187265	4.5%
Other values (26)	939879	22.8%

Common

Value	Count	Frequency (%)
	727405	97.9%
-	15912	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4867593	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	727405	14.9%
e	493118	10.1%
i	454739	9.3%
n	445989	9.2%
r	444143	9.1%
o	304536	6.3%
t	242020	5.0%
s	233277	4.8%
a	190749	3.9%
c	188561	3.9%
Other values (28)	1143056	23.5%

major_occupation_code
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	15
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	100684
Adm support including clerical	14837
Professional specialty	13940
Executive admin and managerial	12495
Other service	12099
Other values (10)	45468

Length

Max length	38
Median length	16
Mean length	20.76417756
Min length	6

Characters and Unicode

Total characters	4142931
Distinct characters	34
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Precision production craft & repair
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	100684	50.5%
Adm support including clerical	14837	7.4%
Professional specialty	13940	7.0%
Executive admin and managerial	12495	6.3%
Other service	12099	6.1%
Sales	11783	5.9%
Precision production craft & repair	10518	5.3%
Machine operators assmblrs & inspctrs	6379	3.2%
Handlers equip cleaners etc	4127	2.1%
Transportation and material moving	4020	2.0%
Other values (5)	8641	4.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	100684	16.2%
universe	100684	16.2%
in	100684	16.2%
and	22679	3.6%
support	17855	2.9%
	16897	2.7%
including	14837	2.4%
adm	14837	2.4%
clerical	14837	2.4%
specialty	13940	2.2%
Other values (33)	204770	32.9%

Most occurring characters

Value	Count	Frequency (%)
	626831	15.1%
i	414716	10.0%
e	410135	9.9%
n	359087	8.7%
r	299839	7.2%
s	260315	6.3%
t	217320	5.2%
o	209194	5.0%
a	201628	4.9%
u	161296	3.9%
Other values (24)	982570	23.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3299644	79.6%
Space Separator	626831	15.1%
Uppercase Letter	199559	4.8%
Other Punctuation	16897	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	414716	12.6%
e	410135	12.4%
n	359087	10.9%
r	299839	9.1%
s	260315	7.9%
t	217320	6.6%
o	209194	6.3%
a	201628	6.1%
u	161296	4.9%
c	145785	4.4%
Other values (12)	620329	18.8%

Uppercase Letter

Value	Count	Frequency (%)
N	100684	50.5%
P	26899	13.5%
A	14873	7.5%
E	12495	6.3%
O	12099	6.1%
S	11783	5.9%
T	7038	3.5%
M	6379	3.2%
H	4127	2.1%
F	3182	1.6%

Space Separator

Value	Count	Frequency (%)
	626831	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	16897	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3499203	84.5%
Common	643728	15.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	414716	11.9%
e	410135	11.7%
n	359087	10.3%
r	299839	8.6%
s	260315	7.4%
t	217320	6.2%
o	209194	6.0%
a	201628	5.8%
u	161296	4.6%
c	145785	4.2%
Other values (22)	819888	23.4%

Common

Value	Count	Frequency (%)
	626831	97.4%
&	16897	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4142931	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	626831	15.1%
i	414716	10.0%
e	410135	9.9%
n	359087	8.7%
r	299839	7.2%
s	260315	6.3%
t	217320	5.2%
o	209194	5.0%
a	201628	4.9%
u	161296	3.9%
Other values (24)	982570	23.7%

race
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

White	167365
Black	20415
Asian or Pacific Islander	5835
Other	3657
Amer Indian Aleut or Eskimo	2251

Length

Max length	28
Median length	6
Mean length	6.833096936
Min length	6

Characters and Unicode

Total characters	1363360
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	White
2nd row	White
3rd row	Asian or Pacific Islander
4th row	White
5th row	White

Common Values

Value	Count	Frequency (%)
White	167365	83.9%
Black	20415	10.2%
Asian or Pacific Islander	5835	2.9%
Other	3657	1.8%
Amer Indian Aleut or Eskimo	2251	1.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
white	167365	74.0%
black	20415	9.0%
or	8086	3.6%
asian	5835	2.6%
pacific	5835	2.6%
islander	5835	2.6%
other	3657	1.6%
amer	2251	1.0%
indian	2251	1.0%
aleut	2251	1.0%

Most occurring characters

Value	Count	Frequency (%)
	226032	16.6%
i	189372	13.9%
e	181359	13.3%
t	173273	12.7%
h	171022	12.5%
W	167365	12.3%
a	40171	2.9%
c	32085	2.4%
l	28501	2.1%
k	22666	1.7%
Other values (14)	131514	9.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	919382	67.4%
Space Separator	226032	16.6%
Uppercase Letter	217946	16.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	189372	20.6%
e	181359	19.7%
t	173273	18.8%
h	171022	18.6%
a	40171	4.4%
c	32085	3.5%
l	28501	3.1%
k	22666	2.5%
r	19829	2.2%
n	16172	1.8%
Other values (6)	44932	4.9%

Uppercase Letter

Value	Count	Frequency (%)
W	167365	76.8%
B	20415	9.4%
A	10337	4.7%
I	8086	3.7%
P	5835	2.7%
O	3657	1.7%
E	2251	1.0%

Space Separator

Value	Count	Frequency (%)
	226032	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1137328	83.4%
Common	226032	16.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	189372	16.7%
e	181359	15.9%
t	173273	15.2%
h	171022	15.0%
W	167365	14.7%
a	40171	3.5%
c	32085	2.8%
l	28501	2.5%
k	22666	2.0%
B	20415	1.8%
Other values (13)	111099	9.8%

Common

Value	Count	Frequency (%)
	226032	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1363360	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	226032	16.6%
i	189372	13.9%
e	181359	13.3%
t	173273	12.7%
h	171022	12.5%
W	167365	12.3%
a	40171	2.9%
c	32085	2.4%
l	28501	2.1%
k	22666	1.7%
Other values (14)	131514	9.6%

hispanic_Origin
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

All other	171907
Mexican-American	8079
Mexican (Mexicano)	7234
Central or South American	3895
Puerto Rican	3313
Other values (5)	5095

Length

Max length	26
Median length	10
Mean length	10.9685099
Min length	3

Characters and Unicode

Total characters	2188470
Distinct characters	31
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	All other
2nd row	All other
3rd row	All other
4th row	All other
5th row	All other

Common Values

Value	Count	Frequency (%)
All other	171907	86.2%
Mexican-American	8079	4.0%
Mexican (Mexicano)	7234	3.6%
Central or South American	3895	2.0%
Puerto Rican	3313	1.7%
Other Spanish	2485	1.2%
Cuban	1126	0.6%
NA	874	0.4%
Do not know	306	0.2%
Chicano	304	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
other	174392	44.0%
all	171907	43.3%
mexican-american	8079	2.0%
mexicano	7234	1.8%
mexican	7234	1.8%
central	3895	1.0%
or	3895	1.0%
south	3895	1.0%
american	3895	1.0%
puerto	3313	0.8%
Other values (8)	9020	2.3%

Most occurring characters

Value	Count	Frequency (%)
	396759	18.1%
l	347709	15.9%
e	216121	9.9%
r	197469	9.0%
o	191466	8.7%
t	185801	8.5%
A	184755	8.4%
h	181076	8.3%
n	46256	2.1%
a	45644	2.1%
Other values (21)	195414	8.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1539866	70.4%
Space Separator	396759	18.1%
Uppercase Letter	229298	10.5%
Dash Punctuation	8079	0.4%
Open Punctuation	7234	0.3%
Close Punctuation	7234	0.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	347709	22.6%
e	216121	14.0%
r	197469	12.8%
o	191466	12.4%
t	185801	12.1%
h	181076	11.8%
n	46256	3.0%
a	45644	3.0%
i	40623	2.6%
c	38138	2.5%
Other values (8)	49563	3.2%

Uppercase Letter

Value	Count	Frequency (%)
A	184755	80.6%
M	22547	9.8%
S	6380	2.8%
C	5325	2.3%
P	3313	1.4%
R	3313	1.4%
O	2485	1.1%
N	874	0.4%
D	306	0.1%

Space Separator

Value	Count	Frequency (%)
	396759	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	7234	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	7234	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8079	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1769164	80.8%
Common	419306	19.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	347709	19.7%
e	216121	12.2%
r	197469	11.2%
o	191466	10.8%
t	185801	10.5%
A	184755	10.4%
h	181076	10.2%
n	46256	2.6%
a	45644	2.6%
i	40623	2.3%
Other values (17)	132244	7.5%

Common

Value	Count	Frequency (%)
	396759	94.6%
-	8079	1.9%
(	7234	1.7%
)	7234	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2188470	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	396759	18.1%
l	347709	15.9%
e	216121	9.9%
r	197469	9.0%
o	191466	8.7%
t	185801	8.5%
A	184755	8.4%
h	181076	8.3%
n	46256	2.1%
a	45644	2.1%
Other values (21)	195414	8.9%

sex
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Female	103984
Male	95539

Length

Max length	7
Median length	7
Mean length	6.042325947
Min length	5

Characters and Unicode

Total characters	1205583
Distinct characters	7
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Female
2nd row	Male
3rd row	Female
4th row	Female
5th row	Female

Common Values

Value	Count	Frequency (%)
Female	103984	52.1%
Male	95539	47.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
female	103984	52.1%
male	95539	47.9%

Most occurring characters

Value	Count	Frequency (%)
e	303507	25.2%
	199523	16.5%
a	199523	16.5%
l	199523	16.5%
F	103984	8.6%
m	103984	8.6%
M	95539	7.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	806537	66.9%
Space Separator	199523	16.5%
Uppercase Letter	199523	16.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	303507	37.6%
a	199523	24.7%
l	199523	24.7%
m	103984	12.9%

Uppercase Letter

Value	Count	Frequency (%)
F	103984	52.1%
M	95539	47.9%

Space Separator

Value	Count	Frequency (%)
	199523	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1006060	83.5%
Common	199523	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	303507	30.2%
a	199523	19.8%
l	199523	19.8%
F	103984	10.3%
m	103984	10.3%
M	95539	9.5%

Common

Value	Count	Frequency (%)
	199523	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1205583	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	303507	25.2%
	199523	16.5%
a	199523	16.5%
l	199523	16.5%
F	103984	8.6%
m	103984	8.6%
M	95539	7.9%

member_of_a_labor_union
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	180459
No	16034
Yes	3030

Length

Max length	16
Median length	16
Mean length	14.77306376
Min length	3

Characters and Unicode

Total characters	2947566
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	180459	90.4%
No	16034	8.0%
Yes	3030	1.5%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	180459	32.2%
in	180459	32.2%
universe	180459	32.2%
no	16034	2.9%
yes	3030	0.5%

Most occurring characters

Value	Count	Frequency (%)
	560441	19.0%
e	363948	12.3%
i	360918	12.2%
n	360918	12.2%
N	196493	6.7%
o	196493	6.7%
s	183489	6.2%
t	180459	6.1%
u	180459	6.1%
v	180459	6.1%
Other values (2)	183489	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2187602	74.2%
Space Separator	560441	19.0%
Uppercase Letter	199523	6.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	363948	16.6%
i	360918	16.5%
n	360918	16.5%
o	196493	9.0%
s	183489	8.4%
t	180459	8.2%
u	180459	8.2%
v	180459	8.2%
r	180459	8.2%

Uppercase Letter

Value	Count	Frequency (%)
N	196493	98.5%
Y	3030	1.5%

Space Separator

Value	Count	Frequency (%)
	560441	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2387125	81.0%
Common	560441	19.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	363948	15.2%
i	360918	15.1%
n	360918	15.1%
N	196493	8.2%
o	196493	8.2%
s	183489	7.7%
t	180459	7.6%
u	180459	7.6%
v	180459	7.6%
r	180459	7.6%

Common

Value	Count	Frequency (%)
	560441	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2947566	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	560441	19.0%
e	363948	12.3%
i	360918	12.2%
n	360918	12.2%
N	196493	6.7%
o	196493	6.7%
s	183489	6.2%
t	180459	6.1%
u	180459	6.1%
v	180459	6.1%
Other values (2)	183489	6.2%

reason_for_unemployment
Categorical

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	193453
Other job loser	2038
Re-entrant	2019
Job loser - on layoff	976
Job leaver	598

Length

Max length	22
Median length	16
Mean length	15.9549676
Min length	11

Characters and Unicode

Total characters	3183383
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	193453	97.0%
Other job loser	2038	1.0%
Re-entrant	2019	1.0%
Job loser - on layoff	976	0.5%
Job leaver	598	0.3%
New entrant	439	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	193453	32.5%
in	193453	32.5%
universe	193453	32.5%
job	3612	0.6%
loser	3014	0.5%
other	2038	0.3%
re-entrant	2019	0.3%
	976	0.2%
on	976	0.2%
layoff	976	0.2%
Other values (3)	1476	0.2%

Most occurring characters

Value	Count	Frequency (%)
	595446	18.7%
e	398070	12.5%
n	392798	12.3%
i	386906	12.2%
o	202031	6.3%
r	201561	6.3%
t	200407	6.3%
s	196467	6.2%
v	194051	6.1%
N	193892	6.1%
Other values (13)	221754	7.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2385419	74.9%
Space Separator	595446	18.7%
Uppercase Letter	199523	6.3%
Dash Punctuation	2995	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	398070	16.7%
n	392798	16.5%
i	386906	16.2%
o	202031	8.5%
r	201561	8.4%
t	200407	8.4%
s	196467	8.2%
v	194051	8.1%
u	193453	8.1%
l	4588	0.2%
Other values (7)	15087	0.6%

Uppercase Letter

Value	Count	Frequency (%)
N	193892	97.2%
O	2038	1.0%
R	2019	1.0%
J	1574	0.8%

Space Separator

Value	Count	Frequency (%)
	595446	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2995	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2584942	81.2%
Common	598441	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	398070	15.4%
n	392798	15.2%
i	386906	15.0%
o	202031	7.8%
r	201561	7.8%
t	200407	7.8%
s	196467	7.6%
v	194051	7.5%
N	193892	7.5%
u	193453	7.5%
Other values (11)	25306	1.0%

Common

Value	Count	Frequency (%)
	595446	99.5%
-	2995	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3183383	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	595446	18.7%
e	398070	12.5%
n	392798	12.3%
i	386906	12.2%
o	202031	6.3%
r	201561	6.3%
t	200407	6.3%
s	196467	6.2%
v	194051	6.1%
N	193892	6.1%
Other values (13)	221754	7.0%

full_or_part_time_employment_stat
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Children or Armed Forces	123769
Full-time schedules	40736
Not in labor force	26808
PT for non-econ reasons usually FT	3322
Unemployed full-time	2311
Other values (3)	2577

Length

Max length	35
Median length	25
Mean length	23.33263834
Min length	19

Characters and Unicode

Total characters	4655398
Distinct characters	27
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in labor force
2nd row	Children or Armed Forces
3rd row	Not in labor force
4th row	Children or Armed Forces
5th row	Children or Armed Forces

Common Values

Value	Count	Frequency (%)
Children or Armed Forces	123769	62.0%
Full-time schedules	40736	20.4%
Not in labor force	26808	13.4%
PT for non-econ reasons usually FT	3322	1.7%
Unemployed full-time	2311	1.2%
PT for econ reasons usually PT	1209	0.6%
Unemployed part- time	843	0.4%
PT for econ reasons usually FT	525	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
children	123769	17.2%
or	123769	17.2%
armed	123769	17.2%
forces	123769	17.2%
full-time	43047	6.0%
schedules	40736	5.6%
not	26808	3.7%
labor	26808	3.7%
force	26808	3.7%
in	26808	3.7%
Other values (10)	35176	4.9%

Most occurring characters

Value	Count	Frequency (%)
	721267	15.5%
r	559647	12.0%
e	539897	11.6%
o	349606	7.5%
d	291428	6.3%
l	290673	6.2%
s	220409	4.7%
c	196369	4.2%
i	194467	4.2%
m	170813	3.7%
Other values (17)	1120822	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3424690	73.6%
Space Separator	721267	15.5%
Uppercase Letter	462229	9.9%
Dash Punctuation	47212	1.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	559647	16.3%
e	539897	15.8%
o	349606	10.2%
d	291428	8.5%
l	290673	8.5%
s	220409	6.4%
c	196369	5.7%
i	194467	5.7%
m	170813	5.0%
n	170487	5.0%
Other values (8)	440894	12.9%

Uppercase Letter

Value	Count	Frequency (%)
F	168352	36.4%
C	123769	26.8%
A	123769	26.8%
N	26808	5.8%
T	10112	2.2%
P	6265	1.4%
U	3154	0.7%

Space Separator

Value	Count	Frequency (%)
	721267	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	47212	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3886919	83.5%
Common	768479	16.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	559647	14.4%
e	539897	13.9%
o	349606	9.0%
d	291428	7.5%
l	290673	7.5%
s	220409	5.7%
c	196369	5.1%
i	194467	5.0%
m	170813	4.4%
n	170487	4.4%
Other values (15)	903123	23.2%

Common

Value	Count	Frequency (%)
	721267	93.9%
-	47212	6.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4655398	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	721267	15.5%
r	559647	12.0%
e	539897	11.6%
o	349606	7.5%
d	291428	6.3%
l	290673	6.2%
s	220409	4.7%
c	196369	4.2%
i	194467	4.2%
m	170813	3.7%
Other values (17)	1120822	24.1%

capital_gains
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	132
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	434.7189898

Minimum	0
Maximum	99999
Zeros	192144
Zeros (%)	96.3%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4697.53128
Coefficient of variation (CV)	10.8059031
Kurtosis	393.0628325
Mean	434.7189898
Median Absolute Deviation (MAD)	0
Skewness	18.99082234
Sum	86736437
Variance	22066800.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	192144	96.3%
15024	788	0.4%
7688	609	0.3%
7298	582	0.3%
99999	390	0.2%
3103	237	0.1%
5178	207	0.1%
5013	158	0.1%
4386	151	0.1%
3325	121	0.1%
Other values (122)	4136	2.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	192144	96.3%
114	11	< 0.1%
401	33	< 0.1%
594	88	< 0.1%
914	17	< 0.1%
991	59	< 0.1%
1055	69	< 0.1%
1086	81	< 0.1%
1090	2	< 0.1%
1111	4	< 0.1%

Value	Count	Frequency (%)
99999	390	0.2%
41310	2	< 0.1%
34095	11	< 0.1%
27828	94	< 0.1%
25236	23	< 0.1%
25124	18	< 0.1%
22040	2	< 0.1%
20051	91	< 0.1%
18481	14	< 0.1%
15831	16	< 0.1%

capital_losses
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	113
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.31378839

Minimum	0
Maximum	4608
Zeros	195617
Zeros (%)	98.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4608
Range	4608
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	271.8964284
Coefficient of variation (CV)	7.286754847
Kurtosis	61.63293305
Mean	37.31378839
Median Absolute Deviation (MAD)	0
Skewness	7.6325647
Sum	7444959
Variance	73927.66776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	195617	98.0%
1902	407	0.2%
1977	381	0.2%
1887	364	0.2%
1602	193	0.1%
2415	122	0.1%
1485	95	< 0.1%
1848	88	< 0.1%
1876	87	< 0.1%
1672	85	< 0.1%
Other values (103)	2084	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	195617	98.0%
155	1	< 0.1%
213	10	< 0.1%
323	10	< 0.1%
419	29	< 0.1%
625	25	< 0.1%
653	7	< 0.1%
772	5	< 0.1%
810	5	< 0.1%
880	9	< 0.1%

Value	Count	Frequency (%)
4608	4	< 0.1%
4356	30	< 0.1%
3900	2	< 0.1%
3770	5	< 0.1%
3683	4	< 0.1%
3500	10	< 0.1%
3175	8	< 0.1%
3004	11	< 0.1%
2824	27	< 0.1%
2788	7	< 0.1%

divdends_from_stocks
Real number (ℝ_≥0)

HIGH CORRELATION
SKEWED
ZEROS

Distinct	1478
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	197.5295329

Minimum	0
Maximum	99999
Zeros	178382
Zeros (%)	89.4%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	400
Maximum	99999
Range	99999
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1984.163658
Coefficient of variation (CV)	10.04489622
Kurtosis	1090.563754
Mean	197.5295329
Median Absolute Deviation (MAD)	0
Skewness	27.78650179
Sum	39411685
Variance	3936905.423
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	178382	89.4%
100	1148	0.6%
500	1030	0.5%
1000	894	0.4%
200	866	0.4%
50	832	0.4%
2000	574	0.3%
250	555	0.3%
150	549	0.3%
300	523	0.3%
Other values (1468)	14170	7.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	178382	89.4%
1	472	0.2%
2	193	0.1%
3	129	0.1%
4	75	< 0.1%
5	179	0.1%
6	100	0.1%
7	93	< 0.1%
8	94	< 0.1%
9	56	< 0.1%

Value	Count	Frequency (%)
99999	25	< 0.1%
95095	1	< 0.1%
75000	5	< 0.1%
70000	3	< 0.1%
66621	2	< 0.1%
60000	7	< 0.1%
57678	1	< 0.1%
55000	1	< 0.1%
54600	2	< 0.1%
54500	2	< 0.1%

tax_filer_status
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Nonfiler	75094
Joint both under 65	67383
Single	37421
Joint both 65+	8332
Head of household	7426

Length

Max length	29
Median length	9
Mean length	13.31297144
Min length	7

Characters and Unicode

Total characters	2656244
Distinct characters	24
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Nonfiler
2nd row	Head of household
3rd row	Nonfiler
4th row	Nonfiler
5th row	Nonfiler

Common Values

Value	Count	Frequency (%)
Nonfiler	75094	37.6%
Joint both under 65	67383	33.8%
Single	37421	18.8%
Joint both 65+	8332	4.2%
Head of household	7426	3.7%
Joint one under 65 & one 65+	3867	1.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
65	83449	18.3%
joint	79582	17.4%
both	75715	16.6%
nonfiler	75094	16.5%
under	71250	15.6%
single	37421	8.2%
one	7734	1.7%
head	7426	1.6%
of	7426	1.6%
household	7426	1.6%

Most occurring characters

Value	Count	Frequency (%)
	456390	17.2%
n	271081	10.2%
o	260403	9.8%
e	206351	7.8%
i	192097	7.2%
t	155297	5.8%
r	146344	5.5%
l	119941	4.5%
h	90567	3.4%
d	86102	3.2%
Other values (14)	671671	25.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1817367	68.4%
Space Separator	456390	17.2%
Uppercase Letter	199523	7.5%
Decimal Number	166898	6.3%
Math Symbol	12199	0.5%
Other Punctuation	3867	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	271081	14.9%
o	260403	14.3%
e	206351	11.4%
i	192097	10.6%
t	155297	8.5%
r	146344	8.1%
l	119941	6.6%
h	90567	5.0%
d	86102	4.7%
f	82520	4.5%
Other values (5)	206664	11.4%

Uppercase Letter

Value	Count	Frequency (%)
J	79582	39.9%
N	75094	37.6%
S	37421	18.8%
H	7426	3.7%

Decimal Number

Value	Count	Frequency (%)
6	83449	50.0%
5	83449	50.0%

Space Separator

Value	Count	Frequency (%)
	456390	100.0%

Math Symbol

Value	Count	Frequency (%)
+	12199	100.0%

Other Punctuation

Value	Count	Frequency (%)
&	3867	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2016890	75.9%
Common	639354	24.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	271081	13.4%
o	260403	12.9%
e	206351	10.2%
i	192097	9.5%
t	155297	7.7%
r	146344	7.3%
l	119941	5.9%
h	90567	4.5%
d	86102	4.3%
f	82520	4.1%
Other values (9)	406187	20.1%

Common

Value	Count	Frequency (%)
	456390	71.4%
6	83449	13.1%
5	83449	13.1%
+	12199	1.9%
&	3867	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2656244	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	456390	17.2%
n	271081	10.2%
o	260403	9.8%
e	206351	7.8%
i	192097	7.2%
t	155297	5.8%
r	146344	5.5%
l	119941	4.5%
h	90567	3.4%
d	86102	3.2%
Other values (14)	671671	25.3%

region_of_previous_residence
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	183750
South	4889
West	4074
Midwest	3575
Northeast	2705

Length

Max length	16
Median length	16
Mean length	15.28176701
Min length	5

Characters and Unicode

Total characters	3049064
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	South
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	183750	92.1%
South	4889	2.5%
West	4074	2.0%
Midwest	3575	1.8%
Northeast	2705	1.4%
Abroad	530	0.3%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	183750	32.4%
in	183750	32.4%
universe	183750	32.4%
south	4889	0.9%
west	4074	0.7%
midwest	3575	0.6%
northeast	2705	0.5%
abroad	530	0.1%

Most occurring characters

Value	Count	Frequency (%)
	567023	18.6%
e	377854	12.4%
i	371075	12.2%
n	367500	12.1%
t	201698	6.6%
s	194104	6.4%
o	191874	6.3%
u	188639	6.2%
r	186985	6.1%
N	186455	6.1%
Other values (10)	215857	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2282518	74.9%
Space Separator	567023	18.6%
Uppercase Letter	199523	6.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	377854	16.6%
i	371075	16.3%
n	367500	16.1%
t	201698	8.8%
s	194104	8.5%
o	191874	8.4%
u	188639	8.3%
r	186985	8.2%
v	183750	8.1%
h	7594	0.3%
Other values (4)	11445	0.5%

Uppercase Letter

Value	Count	Frequency (%)
N	186455	93.5%
S	4889	2.5%
W	4074	2.0%
M	3575	1.8%
A	530	0.3%

Space Separator

Value	Count	Frequency (%)
	567023	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2482041	81.4%
Common	567023	18.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	377854	15.2%
i	371075	15.0%
n	367500	14.8%
t	201698	8.1%
s	194104	7.8%
o	191874	7.7%
u	188639	7.6%
r	186985	7.5%
N	186455	7.5%
v	183750	7.4%
Other values (9)	32107	1.3%

Common

Value	Count	Frequency (%)
	567023	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3049064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	567023	18.6%
e	377854	12.4%
i	371075	12.2%
n	367500	12.1%
t	201698	6.6%
s	194104	6.4%
o	191874	6.3%
u	188639	6.2%
r	186985	6.1%
N	186455	6.1%
Other values (10)	215857	7.1%

state_of_previous_residence
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	51
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	183750
California	1714
Utah	1063
Florida	849
North Carolina	812
Other values (46)	11335

Length

Max length	21
Median length	16
Mean length	15.45687465
Min length	2

Characters and Unicode

Total characters	3084002
Distinct characters	46
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Arkansas
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	183750	92.1%
California	1714	0.9%
Utah	1063	0.5%
Florida	849	0.4%
North Carolina	812	0.4%
?	708	0.4%
Abroad	671	0.3%
Oklahoma	626	0.3%
Minnesota	576	0.3%
Indiana	533	0.3%
Other values (41)	8221	4.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	183750	32.2%
in	183750	32.2%
universe	183750	32.2%
california	1714	0.3%
north	1311	0.2%
utah	1063	0.2%
new	975	0.2%
carolina	907	0.2%
florida	849	0.1%
	708	0.1%
Other values (46)	11228	2.0%

Most occurring characters

Value	Count	Frequency (%)
	570005	18.5%
i	380324	12.3%
n	377218	12.2%
e	373184	12.1%
o	195445	6.3%
r	192090	6.2%
s	189330	6.1%
t	189230	6.1%
N	186388	6.0%
u	184978	6.0%
Other values (36)	245810	8.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2311608	75.0%
Space Separator	570005	18.5%
Uppercase Letter	201681	6.5%
Other Punctuation	708	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	380324	16.5%
n	377218	16.3%
e	373184	16.1%
o	195445	8.5%
r	192090	8.3%
s	189330	8.2%
t	189230	8.2%
u	184978	8.0%
v	184123	8.0%
a	19048	0.8%
Other values (14)	26638	1.2%

Uppercase Letter

Value	Count	Frequency (%)
N	186388	92.4%
C	3093	1.5%
M	2539	1.3%
A	1625	0.8%
O	1073	0.5%
U	1063	0.5%
I	933	0.5%
F	849	0.4%
D	826	0.4%
W	577	0.3%
Other values (10)	2715	1.3%

Space Separator

Value	Count	Frequency (%)
	570005	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	708	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2513289	81.5%
Common	570713	18.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	380324	15.1%
n	377218	15.0%
e	373184	14.8%
o	195445	7.8%
r	192090	7.6%
s	189330	7.5%
t	189230	7.5%
N	186388	7.4%
u	184978	7.4%
v	184123	7.3%
Other values (34)	60979	2.4%

Common

Value	Count	Frequency (%)
	570005	99.9%
?	708	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3084002	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	570005	18.5%
i	380324	12.3%
n	377218	12.2%
e	373184	12.1%
o	195445	6.3%
r	192090	6.2%
s	189330	6.1%
t	189230	6.1%
N	186388	6.0%
u	184978	6.0%
Other values (36)	245810	8.0%

detailed_household_and_family_stat
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	38
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Householder	53248
Child <18 never marr not in subfamily	50326
Spouse of householder	41695
Nonfamily householder	22213
Child 18+ never marr Not in a subfamily	12030
Other values (33)	20011

Length

Max length	48
Median length	22
Mean length	25.71388762
Min length	12

Characters and Unicode

Total characters	5130512
Distinct characters	35
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Other Rel 18+ ever marr not in subfamily
2nd row	Householder
3rd row	Child 18+ never marr Not in a subfamily
4th row	Child <18 never marr not in subfamily
5th row	Child <18 never marr not in subfamily

Common Values

Value	Count	Frequency (%)
Householder	53248	26.7%
Child <18 never marr not in subfamily	50326	25.2%
Spouse of householder	41695	20.9%
Nonfamily householder	22213	11.1%
Child 18+ never marr Not in a subfamily	12030	6.0%
Secondary individual	6122	3.1%
Other Rel 18+ ever marr not in subfamily	1956	1.0%
Grandchild <18 never marr child of subfamily RP	1868	0.9%
Other Rel 18+ never marr not in subfamily	1728	0.9%
Grandchild <18 never marr not in subfamily	1066	0.5%
Other values (28)	7271	3.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
householder	117156	14.9%
subfamily	76049	9.7%
18	75312	9.6%
marr	73797	9.4%
never	69408	8.8%
in	69347	8.8%
not	69151	8.8%
child	68138	8.7%
of	49377	6.3%
spouse	42526	5.4%
Other values (15)	77412	9.8%

Most occurring characters

Value	Count	Frequency (%)
	787673	15.4%
e	446352	8.7%
o	423897	8.3%
r	357168	7.0%
l	300845	5.9%
h	258900	5.0%
i	257293	5.0%
u	244446	4.8%
s	236706	4.6%
n	234893	4.6%
Other values (25)	1582339	30.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3885632	75.7%
Space Separator	787673	15.4%
Uppercase Letter	232003	4.5%
Decimal Number	150624	2.9%
Math Symbol	74580	1.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	446352	11.5%
o	423897	10.9%
r	357168	9.2%
l	300845	7.7%
h	258900	6.7%
i	257293	6.6%
u	244446	6.3%
s	236706	6.1%
n	234893	6.0%
d	211877	5.5%
Other values (11)	913255	23.5%

Uppercase Letter

Value	Count	Frequency (%)
C	65614	28.3%
H	53248	23.0%
S	47869	20.6%
N	35256	15.2%
R	13224	5.7%
P	6898	3.0%
O	6326	2.7%
G	3372	1.5%
I	196	0.1%

Decimal Number

Value	Count	Frequency (%)
1	75312	50.0%
8	75312	50.0%

Math Symbol

Value	Count	Frequency (%)
<	54645	73.3%
+	19935	26.7%

Space Separator

Value	Count	Frequency (%)
	787673	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4117635	80.3%
Common	1012877	19.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	446352	10.8%
o	423897	10.3%
r	357168	8.7%
l	300845	7.3%
h	258900	6.3%
i	257293	6.2%
u	244446	5.9%
s	236706	5.7%
n	234893	5.7%
d	211877	5.1%
Other values (20)	1145258	27.8%

Common

Value	Count	Frequency (%)
	787673	77.8%
1	75312	7.4%
8	75312	7.4%
<	54645	5.4%
+	19935	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5130512	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	787673	15.4%
e	446352	8.7%
o	423897	8.3%
r	357168	7.0%
l	300845	5.9%
h	258900	5.0%
i	257293	5.0%
u	244446	4.8%
s	236706	4.6%
n	234893	4.6%
Other values (25)	1582339	30.8%

detailed_household_summary_in_household
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Householder	75475
Child under 18 never married	50426
Spouse of householder	41709
Child 18 or older	14430
Other relative of householder	9703
Other values (3)	7780

Length

Max length	37
Median length	22
Mean length	20.28793172
Min length	12

Characters and Unicode

Total characters	4047909
Distinct characters	29
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Other relative of householder
2nd row	Householder
3rd row	Child 18 or older
4th row	Child under 18 never married
5th row	Child under 18 never married

Common Values

Value	Count	Frequency (%)
Householder	75475	37.8%
Child under 18 never married	50426	25.3%
Spouse of householder	41709	20.9%
Child 18 or older	14430	7.2%
Other relative of householder	9703	4.9%
Nonrelative of householder	7601	3.8%
Group Quarters- Secondary individual	132	0.1%
Child under 18 ever married	47	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
householder	134488	23.5%
child	64903	11.3%
18	64903	11.3%
of	59013	10.3%
married	50473	8.8%
under	50473	8.8%
never	50426	8.8%
spouse	41709	7.3%
or	14430	2.5%
older	14430	2.5%
Other values (8)	27582	4.8%

Most occurring characters

Value	Count	Frequency (%)
	572830	14.2%
e	571582	14.1%
o	406423	10.0%
r	392775	9.7%
d	315163	7.8%
h	268107	6.6%
l	231257	5.7%
u	227066	5.6%
s	176329	4.4%
i	133076	3.3%
Other values (19)	753301	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3145354	77.7%
Space Separator	572830	14.2%
Uppercase Letter	199787	4.9%
Decimal Number	129806	3.2%
Dash Punctuation	132	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	571582	18.2%
o	406423	12.9%
r	392775	12.5%
d	315163	10.0%
h	268107	8.5%
l	231257	7.4%
u	227066	7.2%
s	176329	5.6%
i	133076	4.2%
n	108764	3.5%
Other values (8)	314812	10.0%

Uppercase Letter

Value	Count	Frequency (%)
H	75475	37.8%
C	64903	32.5%
S	41841	20.9%
O	9703	4.9%
N	7601	3.8%
G	132	0.1%
Q	132	0.1%

Decimal Number

Value	Count	Frequency (%)
1	64903	50.0%
8	64903	50.0%

Space Separator

Value	Count	Frequency (%)
	572830	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	132	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3345141	82.6%
Common	702768	17.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	571582	17.1%
o	406423	12.1%
r	392775	11.7%
d	315163	9.4%
h	268107	8.0%
l	231257	6.9%
u	227066	6.8%
s	176329	5.3%
i	133076	4.0%
n	108764	3.3%
Other values (15)	514599	15.4%

Common

Value	Count	Frequency (%)
	572830	81.5%
1	64903	9.2%
8	64903	9.2%
-	132	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4047909	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	572830	14.2%
e	571582	14.1%
o	406423	10.0%
r	392775	9.7%
d	315163	7.8%
h	268107	6.6%
l	231257	5.7%
u	227066	5.6%
s	176329	4.4%
i	133076	3.3%
Other values (19)	753301	18.6%

instance_weight
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	99800
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1740.380269

Minimum	37.87
Maximum	18656.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	37.87
5-th percentile	395.342
Q1	1061.615
median	1618.31
Q3	2188.61
95-th percentile	3585.909
Maximum	18656.3
Range	18618.43
Interquartile range (IQR)	1126.995

Descriptive statistics

Standard deviation	993.7681558
Coefficient of variation (CV)	0.5710063331
Kurtosis	5.412514036
Mean	1740.380269
Median Absolute Deviation (MAD)	561.46
Skewness	1.432733152
Sum	347245892.5
Variance	987575.1475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1601.4	32	< 0.1%
753.23	32	< 0.1%
1191.21	32	< 0.1%
1787.34	32	< 0.1%
1317.51	31	< 0.1%
707.9	31	< 0.1%
1070.15	30	< 0.1%
1009.39	28	< 0.1%
1002.02	28	< 0.1%
1839.19	28	< 0.1%
Other values (99790)	199219	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
37.87	1	< 0.1%
39.11	1	< 0.1%
40.67	2	< 0.1%
42.82	2	< 0.1%
43.26	3	< 0.1%
45.74	2	< 0.1%
47.83	6	< 0.1%
49.82	2	< 0.1%
52.43	1	< 0.1%
52.46	4	< 0.1%

Value	Count	Frequency (%)
18656.3	1	< 0.1%
16349.2	1	< 0.1%
13911.5	1	< 0.1%
13145.1	1	< 0.1%
13114.2	1	< 0.1%
12960.2	1	< 0.1%
12399.9	1	< 0.1%
12184.5	1	< 0.1%
11958.4	1	< 0.1%
11863	1	< 0.1%

migration_code_change_in_msa
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Nonmover	82538
MSA to MSA	10601
NonMSA to nonMSA	2811
Not in universe	1516
Other values (5)	2361

Length

Max length	17
Median length	9
Mean length	5.841186229
Min length	2

Characters and Unicode

Total characters	1165451
Distinct characters	21
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	?
2nd row	MSA to MSA
3rd row	?
4th row	Nonmover
5th row	Nonmover

Common Values

Value	Count	Frequency (%)
?	99696	50.0%
Nonmover	82538	41.4%
MSA to MSA	10601	5.3%
NonMSA to nonMSA	2811	1.4%
Not in universe	1516	0.8%
MSA to nonMSA	790	0.4%
NonMSA to MSA	615	0.3%
Abroad to MSA	453	0.2%
Not identifiable	430	0.2%
Abroad to nonMSA	73	< 0.1%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
	99696	42.7%
nonmover	82538	35.3%
msa	23060	9.9%
to	15343	6.6%
nonmsa	7100	3.0%
not	1946	0.8%
in	1516	0.6%
universe	1516	0.6%
abroad	526	0.2%
identifiable	430	0.2%

Most occurring characters

Value	Count	Frequency (%)
	233671	20.0%
o	189991	16.3%
?	99696	8.6%
n	96774	8.3%
N	87910	7.5%
e	86430	7.4%
r	84580	7.3%
v	84054	7.2%
m	82538	7.1%
A	30686	2.6%
Other values (11)	89121	7.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	653168	56.0%
Space Separator	233671	20.0%
Uppercase Letter	178916	15.4%
Other Punctuation	99696	8.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	189991	29.1%
n	96774	14.8%
e	86430	13.2%
r	84580	12.9%
v	84054	12.9%
m	82538	12.6%
t	17719	2.7%
i	4322	0.7%
u	1516	0.2%
s	1516	0.2%
Other values (5)	3728	0.6%

Uppercase Letter

Value	Count	Frequency (%)
N	87910	49.1%
A	30686	17.2%
M	30160	16.9%
S	30160	16.9%

Space Separator

Value	Count	Frequency (%)
	233671	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99696	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	832084	71.4%
Common	333367	28.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	189991	22.8%
n	96774	11.6%
N	87910	10.6%
e	86430	10.4%
r	84580	10.2%
v	84054	10.1%
m	82538	9.9%
A	30686	3.7%
M	30160	3.6%
S	30160	3.6%
Other values (9)	28801	3.5%

Common

Value	Count	Frequency (%)
	233671	70.1%
?	99696	29.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1165451	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	233671	20.0%
o	189991	16.3%
?	99696	8.6%
n	96774	8.3%
N	87910	7.5%
e	86430	7.4%
r	84580	7.3%
v	84054	7.2%
m	82538	7.1%
A	30686	2.6%
Other values (11)	89121	7.6%

migration_code_change_in_reg
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Nonmover	82538
Same county	9812
Different county same state	2797
Not in universe	1516
Other values (4)	3164

Length

Max length	31
Median length	7
Mean length	6.166862968
Min length	2

Characters and Unicode

Total characters	1230431
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	?
2nd row	Same county
3rd row	?
4th row	Nonmover
5th row	Nonmover

Common Values

Value	Count	Frequency (%)
?	99696	50.0%
Nonmover	82538	41.4%
Same county	9812	4.9%
Different county same state	2797	1.4%
Not in universe	1516	0.8%
Different region	1178	0.6%
Different state same division	991	0.5%
Abroad	530	0.3%
Different division same region	465	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
	99696	44.1%
nonmover	82538	36.5%
same	14065	6.2%
county	12609	5.6%
different	5431	2.4%
state	3788	1.7%
region	1643	0.7%
not	1516	0.7%
in	1516	0.7%
universe	1516	0.7%
Other values (2)	1986	0.9%

Most occurring characters

Value	Count	Frequency (%)
	226304	18.4%
o	182830	14.9%
e	115928	9.4%
n	106709	8.7%
?	99696	8.1%
m	96603	7.9%
r	91658	7.4%
v	85510	6.9%
N	84054	6.8%
t	27132	2.2%
Other values (13)	114007	9.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	804604	65.4%
Space Separator	226304	18.4%
Uppercase Letter	99827	8.1%
Other Punctuation	99696	8.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	182830	22.7%
e	115928	14.4%
n	106709	13.3%
m	96603	12.0%
r	91658	11.4%
v	85510	10.6%
t	27132	3.4%
a	18383	2.3%
i	14474	1.8%
u	14125	1.8%
Other values (7)	51252	6.4%

Uppercase Letter

Value	Count	Frequency (%)
N	84054	84.2%
S	9812	9.8%
D	5431	5.4%
A	530	0.5%

Space Separator

Value	Count	Frequency (%)
	226304	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99696	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	904431	73.5%
Common	326000	26.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	182830	20.2%
e	115928	12.8%
n	106709	11.8%
m	96603	10.7%
r	91658	10.1%
v	85510	9.5%
N	84054	9.3%
t	27132	3.0%
a	18383	2.0%
i	14474	1.6%
Other values (11)	81150	9.0%

Common

Value	Count	Frequency (%)
	226304	69.4%
?	99696	30.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1230431	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	226304	18.4%
o	182830	14.9%
e	115928	9.4%
n	106709	8.7%
?	99696	8.1%
m	96603	7.9%
r	91658	7.4%
v	85510	6.9%
N	84054	6.8%
t	27132	2.2%
Other values (13)	114007	9.3%

migration_code_move_within_reg
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Nonmover	82538
Same county	9812
Different county same state	2797
Not in universe	1516
Other values (5)	3164

Length

Max length	29
Median length	7
Mean length	6.186038702
Min length	2

Characters and Unicode

Total characters	1234257
Distinct characters	26
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	?
2nd row	Same county
3rd row	?
4th row	Nonmover
5th row	Nonmover

Common Values

Value	Count	Frequency (%)
?	99696	50.0%
Nonmover	82538	41.4%
Same county	9812	4.9%
Different county same state	2797	1.4%
Not in universe	1516	0.8%
Different state in South	973	0.5%
Different state in West	679	0.3%
Different state in Midwest	551	0.3%
Abroad	530	0.3%
Different state in Northeast	431	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
	99696	43.6%
nonmover	82538	36.1%
same	12609	5.5%
county	12609	5.5%
different	5431	2.4%
state	5431	2.4%
in	4150	1.8%
not	1516	0.7%
universe	1516	0.7%
south	973	0.4%
Other values (4)	2191	1.0%

Most occurring characters

Value	Count	Frequency (%)
	228660	18.5%
o	181135	14.7%
e	116133	9.4%
n	106244	8.6%
?	99696	8.1%
m	95147	7.7%
r	90446	7.3%
N	84485	6.8%
v	84054	6.8%
t	33483	2.7%
Other values (16)	114774	9.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	803440	65.1%
Space Separator	228660	18.5%
Uppercase Letter	102461	8.3%
Other Punctuation	99696	8.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	181135	22.5%
e	116133	14.5%
n	106244	13.2%
m	95147	11.8%
r	90446	11.3%
v	84054	10.5%
t	33483	4.2%
a	19001	2.4%
u	15098	1.9%
c	12609	1.6%
Other values (8)	50090	6.2%

Uppercase Letter

Value	Count	Frequency (%)
N	84485	82.5%
S	10785	10.5%
D	5431	5.3%
W	679	0.7%
M	551	0.5%
A	530	0.5%

Space Separator

Value	Count	Frequency (%)
	228660	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99696	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	905901	73.4%
Common	328356	26.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	181135	20.0%
e	116133	12.8%
n	106244	11.7%
m	95147	10.5%
r	90446	10.0%
N	84485	9.3%
v	84054	9.3%
t	33483	3.7%
a	19001	2.1%
u	15098	1.7%
Other values (14)	80675	8.9%

Common

Value	Count	Frequency (%)
	228660	69.6%
?	99696	30.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1234257	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	228660	18.5%
o	181135	14.7%
e	116133	9.4%
n	106244	8.6%
?	99696	8.1%
m	95147	7.7%
r	90446	7.3%
N	84485	6.8%
v	84054	6.8%
t	33483	2.7%
Other values (16)	114774	9.3%

live_in_this_house_1_year_ago
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe under 1 year old	101212
Yes	82538
No	15773

Length

Max length	33
Median length	33
Mean length	18.63177178
Min length	3

Characters and Unicode

Total characters	3717467
Distinct characters	17
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe under 1 year old
2nd row	No
3rd row	Not in universe under 1 year old
4th row	Yes
5th row	Yes

Common Values

Value	Count	Frequency (%)
Not in universe under 1 year old	101212	50.7%
Yes	82538	41.4%
No	15773	7.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	101212	12.5%
in	101212	12.5%
universe	101212	12.5%
under	101212	12.5%
1	101212	12.5%
year	101212	12.5%
old	101212	12.5%
yes	82538	10.2%
no	15773	2.0%

Most occurring characters

Value	Count	Frequency (%)
	806795	21.7%
e	487386	13.1%
n	303636	8.2%
r	303636	8.2%
o	218197	5.9%
i	202424	5.4%
u	202424	5.4%
d	202424	5.4%
s	183750	4.9%
N	116985	3.1%
Other values (7)	689810	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2609937	70.2%
Space Separator	806795	21.7%
Uppercase Letter	199523	5.4%
Decimal Number	101212	2.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	487386	18.7%
n	303636	11.6%
r	303636	11.6%
o	218197	8.4%
i	202424	7.8%
u	202424	7.8%
d	202424	7.8%
s	183750	7.0%
t	101212	3.9%
v	101212	3.9%
Other values (3)	303636	11.6%

Uppercase Letter

Value	Count	Frequency (%)
N	116985	58.6%
Y	82538	41.4%

Space Separator

Value	Count	Frequency (%)
	806795	100.0%

Decimal Number

Value	Count	Frequency (%)
1	101212	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2809460	75.6%
Common	908007	24.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	487386	17.3%
n	303636	10.8%
r	303636	10.8%
o	218197	7.8%
i	202424	7.2%
u	202424	7.2%
d	202424	7.2%
s	183750	6.5%
N	116985	4.2%
t	101212	3.6%
Other values (5)	487386	17.3%

Common

Value	Count	Frequency (%)
	806795	88.9%
1	101212	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3717467	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	806795	21.7%
e	487386	13.1%
n	303636	8.2%
r	303636	8.2%
o	218197	5.9%
i	202424	5.4%
u	202424	5.4%
d	202424	5.4%
s	183750	4.9%
N	116985	3.1%
Other values (7)	689810	18.6%

migration_prev_res_in_sunbelt
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

?	99696
Not in universe	84054
No	9987
Yes	5786

Length

Max length	16
Median length	3
Mean length	8.005899069
Min length	2

Characters and Unicode

Total characters	1597361
Distinct characters	13
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	?
2nd row	Yes
3rd row	?
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
?	99696	50.0%
Not in universe	84054	42.1%
No	9987	5.0%
Yes	5786	2.9%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
	99696	27.1%
not	84054	22.9%
in	84054	22.9%
universe	84054	22.9%
no	9987	2.7%
yes	5786	1.6%

Most occurring characters

Value	Count	Frequency (%)
	367631	23.0%
e	173894	10.9%
i	168108	10.5%
n	168108	10.5%
?	99696	6.2%
N	94041	5.9%
o	94041	5.9%
s	89840	5.6%
t	84054	5.3%
u	84054	5.3%
Other values (3)	173894	10.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1030207	64.5%
Space Separator	367631	23.0%
Uppercase Letter	99827	6.2%
Other Punctuation	99696	6.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	173894	16.9%
i	168108	16.3%
n	168108	16.3%
o	94041	9.1%
s	89840	8.7%
t	84054	8.2%
u	84054	8.2%
v	84054	8.2%
r	84054	8.2%

Uppercase Letter

Value	Count	Frequency (%)
N	94041	94.2%
Y	5786	5.8%

Space Separator

Value	Count	Frequency (%)
	367631	100.0%

Other Punctuation

Value	Count	Frequency (%)
?	99696	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1130034	70.7%
Common	467327	29.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	173894	15.4%
i	168108	14.9%
n	168108	14.9%
N	94041	8.3%
o	94041	8.3%
s	89840	8.0%
t	84054	7.4%
u	84054	7.4%
v	84054	7.4%
r	84054	7.4%

Common

Value	Count	Frequency (%)
	367631	78.7%
?	99696	21.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1597361	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	367631	23.0%
e	173894	10.9%
i	168108	10.5%
n	168108	10.5%
?	99696	6.2%
N	94041	5.9%
o	94041	5.9%
s	89840	5.6%
t	84054	5.3%
u	84054	5.3%
Other values (3)	173894	10.9%

num_persons_worked_for_employer
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.95618049

Minimum	0
Maximum	6
Zeros	95983
Zeros (%)	48.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.365125505
Coefficient of variation (CV)	1.209052803
Kurtosis	-1.082246833
Mean	1.95618049
Median Absolute Deviation (MAD)	1
Skewness	0.7515606804
Sum	390303
Variance	5.593818657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	95983	48.1%
6	36511	18.3%
1	23109	11.6%
4	14379	7.2%
3	13425	6.7%
2	10081	5.1%
5	6035	3.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	95983	48.1%
1	23109	11.6%
2	10081	5.1%
3	13425	6.7%
4	14379	7.2%
5	6035	3.0%
6	36511	18.3%

Value	Count	Frequency (%)
6	36511	18.3%
5	6035	3.0%
4	14379	7.2%
3	13425	6.7%
2	10081	5.1%
1	23109	11.6%
0	95983	48.1%

family_members_under_18
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	144232
Both parents present	38983
Mother only present	12772
Father only present	1883
Neither parent present	1653

Length

Max length	23
Median length	16
Mean length	17.32869895
Min length	16

Characters and Unicode

Total characters	3457474
Distinct characters	19
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Both parents present
5th row	Both parents present

Common Values

Value	Count	Frequency (%)
Not in universe	144232	72.3%
Both parents present	38983	19.5%
Mother only present	12772	6.4%
Father only present	1883	0.9%
Neither parent present	1653	0.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	144232	24.1%
in	144232	24.1%
universe	144232	24.1%
present	55291	9.2%
both	38983	6.5%
parents	38983	6.5%
only	14655	2.4%
mother	12772	2.1%
father	1883	0.3%
neither	1653	0.3%

Most occurring characters

Value	Count	Frequency (%)
	598569	17.3%
e	457643	13.2%
n	399046	11.5%
t	295450	8.5%
i	290117	8.4%
r	256467	7.4%
s	238506	6.9%
o	210642	6.1%
N	145885	4.2%
u	144232	4.2%
Other values (9)	420917	12.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2659382	76.9%
Space Separator	598569	17.3%
Uppercase Letter	199523	5.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	457643	17.2%
n	399046	15.0%
t	295450	11.1%
i	290117	10.9%
r	256467	9.6%
s	238506	9.0%
o	210642	7.9%
u	144232	5.4%
v	144232	5.4%
p	95927	3.6%
Other values (4)	127120	4.8%

Uppercase Letter

Value	Count	Frequency (%)
N	145885	73.1%
B	38983	19.5%
M	12772	6.4%
F	1883	0.9%

Space Separator

Value	Count	Frequency (%)
	598569	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2858905	82.7%
Common	598569	17.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	457643	16.0%
n	399046	14.0%
t	295450	10.3%
i	290117	10.1%
r	256467	9.0%
s	238506	8.3%
o	210642	7.4%
N	145885	5.1%
u	144232	5.0%
v	144232	5.0%
Other values (8)	276685	9.7%

Common

Value	Count	Frequency (%)
	598569	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3457474	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	598569	17.3%
e	457643	13.2%
n	399046	11.5%
t	295450	8.5%
i	290117	8.4%
r	256467	7.4%
s	238506	6.9%
o	210642	6.1%
N	145885	4.2%
u	144232	4.2%
Other values (9)	420917	12.2%

country_of_birth_father
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

United-States	159163
Mexico	10008
?	6713
Puerto-Rico	2680
Italy	2212
Other values (38)	18747

Length

Max length	29
Median length	14
Mean length	12.66875999
Min length	2

Characters and Unicode

Total characters	2527709
Distinct characters	47
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	United-States
2nd row	United-States
3rd row	Vietnam
4th row	United-States
5th row	United-States

Common Values

Value	Count	Frequency (%)
United-States	159163	79.8%
Mexico	10008	5.0%
?	6713	3.4%
Puerto-Rico	2680	1.3%
Italy	2212	1.1%
Canada	1380	0.7%
Germany	1356	0.7%
Dominican-Republic	1290	0.6%
Poland	1212	0.6%
Philippines	1154	0.6%
Other values (33)	12355	6.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united-states	159163	79.3%
mexico	10008	5.0%
	6713	3.3%
puerto-rico	2680	1.3%
italy	2212	1.1%
canada	1380	0.7%
germany	1356	0.7%
dominican-republic	1290	0.6%
poland	1212	0.6%
philippines	1154	0.6%
Other values (39)	13627	6.8%

Most occurring characters

Value	Count	Frequency (%)
t	485168	19.2%
e	338573	13.4%
	200795	7.9%
a	185809	7.4%
i	184161	7.3%
n	173312	6.9%
d	166069	6.6%
-	164325	6.5%
S	161240	6.4%
s	160933	6.4%
Other values (37)	307324	12.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1796607	71.1%
Uppercase Letter	358838	14.2%
Space Separator	200795	7.9%
Dash Punctuation	164325	6.5%
Other Punctuation	6826	0.3%
Open Punctuation	159	< 0.1%
Close Punctuation	159	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	485168	27.0%
e	338573	18.8%
a	185809	10.3%
i	184161	10.3%
n	173312	9.6%
d	166069	9.2%
s	160933	9.0%
o	22790	1.3%
c	17366	1.0%
l	11412	0.6%
Other values (11)	51014	2.8%

Uppercase Letter

Value	Count	Frequency (%)
S	161240	44.9%
U	159481	44.4%
M	10008	2.8%
P	5794	1.6%
C	4171	1.2%
R	3970	1.1%
I	3692	1.0%
G	2304	0.6%
E	2154	0.6%
D	1290	0.4%
Other values (10)	4734	1.3%

Other Punctuation

Value	Count	Frequency (%)
?	6713	98.3%
&	113	1.7%

Space Separator

Value	Count	Frequency (%)
	200795	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	164325	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	159	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	159	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2155445	85.3%
Common	372264	14.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	485168	22.5%
e	338573	15.7%
a	185809	8.6%
i	184161	8.5%
n	173312	8.0%
d	166069	7.7%
S	161240	7.5%
s	160933	7.5%
U	159481	7.4%
o	22790	1.1%
Other values (31)	117909	5.5%

Common

Value	Count	Frequency (%)
	200795	53.9%
-	164325	44.1%
?	6713	1.8%
(	159	< 0.1%
)	159	< 0.1%
&	113	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2527709	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	485168	19.2%
e	338573	13.4%
	200795	7.9%
a	185809	7.4%
i	184161	7.3%
n	173312	6.9%
d	166069	6.6%
-	164325	6.5%
S	161240	6.4%
s	160933	6.4%
Other values (37)	307324	12.2%

country_of_birth_mother
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

United-States	160479
Mexico	9781
?	6119
Puerto-Rico	2473
Italy	1844
Other values (38)	18827

Length

Max length	29
Median length	14
Mean length	12.72127023
Min length	2

Characters and Unicode

Total characters	2538186
Distinct characters	47
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	United-States
2nd row	United-States
3rd row	Vietnam
4th row	United-States
5th row	United-States

Common Values

Value	Count	Frequency (%)
United-States	160479	80.4%
Mexico	9781	4.9%
?	6119	3.1%
Puerto-Rico	2473	1.2%
Italy	1844	0.9%
Canada	1451	0.7%
Germany	1382	0.7%
Philippines	1231	0.6%
Poland	1110	0.6%
El-Salvador	1108	0.6%
Other values (33)	12545	6.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united-states	160479	79.9%
mexico	9781	4.9%
	6119	3.0%
puerto-rico	2473	1.2%
italy	1844	0.9%
canada	1451	0.7%
germany	1382	0.7%
philippines	1231	0.6%
poland	1110	0.6%
el-salvador	1108	0.6%
Other values (39)	13889	6.9%

Most occurring characters

Value	Count	Frequency (%)
t	488579	19.2%
e	340658	13.4%
	200867	7.9%
a	187061	7.4%
i	184556	7.3%
n	174658	6.9%
d	167641	6.6%
-	165369	6.5%
S	162751	6.4%
s	162309	6.4%
Other values (37)	303737	12.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1804888	71.1%
Uppercase Letter	360530	14.2%
Space Separator	200867	7.9%
Dash Punctuation	165369	6.5%
Other Punctuation	6218	0.2%
Open Punctuation	157	< 0.1%
Close Punctuation	157	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	488579	27.1%
e	340658	18.9%
a	187061	10.4%
i	184556	10.2%
n	174658	9.7%
d	167641	9.3%
s	162309	9.0%
o	22004	1.2%
c	16460	0.9%
l	11200	0.6%
Other values (11)	49762	2.8%

Uppercase Letter

Value	Count	Frequency (%)
S	162751	45.1%
U	160793	44.6%
M	9781	2.7%
P	5543	1.5%
C	4088	1.1%
R	3576	1.0%
I	3379	0.9%
E	2386	0.7%
G	2244	0.6%
D	1103	0.3%
Other values (10)	4886	1.4%

Other Punctuation

Value	Count	Frequency (%)
?	6119	98.4%
&	99	1.6%

Space Separator

Value	Count	Frequency (%)
	200867	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	165369	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	157	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	157	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2165418	85.3%
Common	372768	14.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	488579	22.6%
e	340658	15.7%
a	187061	8.6%
i	184556	8.5%
n	174658	8.1%
d	167641	7.7%
S	162751	7.5%
s	162309	7.5%
U	160793	7.4%
o	22004	1.0%
Other values (31)	114408	5.3%

Common

Value	Count	Frequency (%)
	200867	53.9%
-	165369	44.4%
?	6119	1.6%
(	157	< 0.1%
)	157	< 0.1%
&	99	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2538186	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	488579	19.2%
e	340658	13.4%
	200867	7.9%
a	187061	7.4%
i	184556	7.3%
n	174658	6.9%
d	167641	6.6%
-	165369	6.5%
S	162751	6.4%
s	162309	6.4%
Other values (37)	303737	12.0%

country_of_birth_self
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	43
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

United-States	176989
Mexico	5767
?	3393
Puerto-Rico	1400
Germany	851
Other values (38)	11123

Length

Max length	29
Median length	14
Mean length	13.27975722
Min length	2

Characters and Unicode

Total characters	2649617
Distinct characters	47
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	United-States
2nd row	United-States
3rd row	Vietnam
4th row	United-States
5th row	United-States

Common Values

Value	Count	Frequency (%)
United-States	176989	88.7%
Mexico	5767	2.9%
?	3393	1.7%
Puerto-Rico	1400	0.7%
Germany	851	0.4%
Philippines	845	0.4%
Cuba	837	0.4%
Canada	700	0.4%
Dominican-Republic	690	0.3%
El-Salvador	689	0.3%
Other values (33)	7362	3.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
united-states	176989	88.2%
mexico	5767	2.9%
	3393	1.7%
puerto-rico	1400	0.7%
germany	851	0.4%
philippines	845	0.4%
cuba	837	0.4%
canada	700	0.3%
dominican-republic	690	0.3%
el-salvador	689	0.3%
Other values (39)	8409	4.2%

Most occurring characters

Value	Count	Frequency (%)
t	534730	20.2%
e	365867	13.8%
	200570	7.6%
a	192481	7.3%
i	192126	7.3%
n	185160	7.0%
d	180622	6.8%
-	179910	6.8%
S	178462	6.7%
s	178172	6.7%
Other values (37)	261517	9.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1888049	71.3%
Uppercase Letter	377391	14.2%
Space Separator	200570	7.6%
Dash Punctuation	179910	6.8%
Other Punctuation	3459	0.1%
Open Punctuation	119	< 0.1%
Close Punctuation	119	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	534730	28.3%
e	365867	19.4%
a	192481	10.2%
i	192126	10.2%
n	185160	9.8%
d	180622	9.6%
s	178172	9.4%
o	12975	0.7%
c	9805	0.5%
x	5767	0.3%
Other values (11)	30344	1.6%

Uppercase Letter

Value	Count	Frequency (%)
S	178462	47.3%
U	177227	47.0%
M	5767	1.5%
P	3096	0.8%
C	2544	0.7%
R	2090	0.6%
G	1461	0.4%
E	1404	0.4%
I	1238	0.3%
D	690	0.2%
Other values (10)	3412	0.9%

Other Punctuation

Value	Count	Frequency (%)
?	3393	98.1%
&	66	1.9%

Space Separator

Value	Count	Frequency (%)
	200570	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	179910	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	119	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	119	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2265440	85.5%
Common	384177	14.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	534730	23.6%
e	365867	16.1%
a	192481	8.5%
i	192126	8.5%
n	185160	8.2%
d	180622	8.0%
S	178462	7.9%
s	178172	7.9%
U	177227	7.8%
o	12975	0.6%
Other values (31)	67618	3.0%

Common

Value	Count	Frequency (%)
	200570	52.2%
-	179910	46.8%
?	3393	0.9%
(	119	< 0.1%
)	119	< 0.1%
&	66	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2649617	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	534730	20.2%
e	365867	13.8%
	200570	7.6%
a	192481	7.3%
i	192126	7.3%
n	185160	7.0%
d	180622	6.8%
-	179910	6.8%
S	178462	6.7%
s	178172	6.7%
Other values (37)	261517	9.9%

citizenship
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Native- Born in the United States	176992
Foreign born- Not a citizen of U S	13401
Foreign born- U S citizen by naturalization	5855
Native- Born abroad of American Parent(s)	1756
Native- Born in Puerto Rico or U S Outlying	1519

Length

Max length	44
Median length	34
Mean length	34.57431975
Min length	34

Characters and Unicode

Total characters	6898372
Distinct characters	33
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Native- Born in the United States
2nd row	Native- Born in the United States
3rd row	Foreign born- Not a citizen of U S
4th row	Native- Born in the United States
5th row	Native- Born in the United States

Common Values

Value	Count	Frequency (%)
Native- Born in the United States	176992	88.7%
Foreign born- Not a citizen of U S	13401	6.7%
Foreign born- U S citizen by naturalization	5855	2.9%
Native- Born abroad of American Parent(s)	1756	0.9%
Native- Born in Puerto Rico or U S Outlying	1519	0.8%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
born	199523	16.2%
native	180267	14.6%
in	178511	14.5%
the	176992	14.3%
united	176992	14.3%
states	176992	14.3%
s	20775	1.7%
u	20775	1.7%
citizen	19256	1.6%
foreign	19256	1.6%
Other values (12)	65013	5.3%

Most occurring characters

Value	Count	Frequency (%)
	1247753	18.1%
t	937396	13.6%
e	754786	10.9%
n	610279	8.8%
i	610042	8.8%
a	395249	5.7%
o	259505	3.8%
r	232940	3.4%
-	199523	2.9%
U	197767	2.9%
Other values (23)	1453132	21.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4650790	67.4%
Space Separator	1247753	18.1%
Uppercase Letter	796794	11.6%
Dash Punctuation	199523	2.9%
Open Punctuation	1756	< 0.1%
Close Punctuation	1756	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	937396	20.2%
e	754786	16.2%
n	610279	13.1%
i	610042	13.1%
a	395249	8.5%
o	259505	5.6%
r	232940	5.0%
v	180267	3.9%
d	178748	3.8%
s	178748	3.8%
Other values (10)	312830	6.7%

Uppercase Letter

Value	Count	Frequency (%)
U	197767	24.8%
S	197767	24.8%
N	193668	24.3%
B	180267	22.6%
F	19256	2.4%
P	3275	0.4%
A	1756	0.2%
R	1519	0.2%
O	1519	0.2%

Space Separator

Value	Count	Frequency (%)
	1247753	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	199523	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1756	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1756	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5447584	79.0%
Common	1450788	21.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	937396	17.2%
e	754786	13.9%
n	610279	11.2%
i	610042	11.2%
a	395249	7.3%
o	259505	4.8%
r	232940	4.3%
U	197767	3.6%
S	197767	3.6%
N	193668	3.6%
Other values (19)	1058185	19.4%

Common

Value	Count	Frequency (%)
	1247753	86.0%
-	199523	13.8%
(	1756	0.1%
)	1756	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6898372	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1247753	18.1%
t	937396	13.6%
e	754786	10.9%
n	610279	8.8%
i	610042	8.8%
a	395249	5.7%
o	259505	3.8%
r	232940	3.4%
-	199523	2.9%
U	197767	2.9%
Other values (23)	1453132	21.1%

own_business_or_self_employed
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

0	180672
2	16153
1	2698

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	399046
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

Most occurring characters

Value	Count	Frequency (%)
	199523	50.0%
0	180672	45.3%
2	16153	4.0%
1	2698	0.7%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	199523	50.0%
Decimal Number	199523	50.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	180672	90.6%
2	16153	8.1%
1	2698	1.4%

Space Separator

Value	Count	Frequency (%)
	199523	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	399046	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	199523	50.0%
0	180672	45.3%
2	16153	4.0%
1	2698	0.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	399046	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	199523	50.0%
0	180672	45.3%
2	16153	4.0%
1	2698	0.7%

fill_inc_questionnaire_for_veterans_admin
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

Not in universe	197539
No	1593
Yes	391

Length

Max length	16
Median length	16
Mean length	15.87269137
Min length	3

Characters and Unicode

Total characters	3166967
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Not in universe
2nd row	Not in universe
3rd row	Not in universe
4th row	Not in universe
5th row	Not in universe

Common Values

Value	Count	Frequency (%)
Not in universe	197539	99.0%
No	1593	0.8%
Yes	391	0.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
not	197539	33.2%
in	197539	33.2%
universe	197539	33.2%
no	1593	0.3%
yes	391	0.1%

Most occurring characters

Value	Count	Frequency (%)
	594601	18.8%
e	395469	12.5%
i	395078	12.5%
n	395078	12.5%
N	199132	6.3%
o	199132	6.3%
s	197930	6.2%
t	197539	6.2%
u	197539	6.2%
v	197539	6.2%
Other values (2)	197930	6.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2372843	74.9%
Space Separator	594601	18.8%
Uppercase Letter	199523	6.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	395469	16.7%
i	395078	16.6%
n	395078	16.6%
o	199132	8.4%
s	197930	8.3%
t	197539	8.3%
u	197539	8.3%
v	197539	8.3%
r	197539	8.3%

Uppercase Letter

Value	Count	Frequency (%)
N	199132	99.8%
Y	391	0.2%

Space Separator

Value	Count	Frequency (%)
	594601	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2572366	81.2%
Common	594601	18.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	395469	15.4%
i	395078	15.4%
n	395078	15.4%
N	199132	7.7%
o	199132	7.7%
s	197930	7.7%
t	197539	7.7%
u	197539	7.7%
v	197539	7.7%
r	197539	7.7%

Common

Value	Count	Frequency (%)
	594601	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3166967	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	594601	18.8%
e	395469	12.5%
i	395078	12.5%
n	395078	12.5%
N	199132	6.3%
o	199132	6.3%
s	197930	6.2%
t	197539	6.2%
u	197539	6.2%
v	197539	6.2%
Other values (2)	197930	6.2%

veterans_benefits
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

2	150130
0	47409
1	1984

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	399046
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

Most occurring characters

Value	Count	Frequency (%)
	199523	50.0%
2	150130	37.6%
0	47409	11.9%
1	1984	0.5%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	199523	50.0%
Decimal Number	199523	50.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	150130	75.2%
0	47409	23.8%
1	1984	1.0%

Space Separator

Value	Count	Frequency (%)
	199523	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	399046	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	199523	50.0%
2	150130	37.6%
0	47409	11.9%
1	1984	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	399046	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	199523	50.0%
2	150130	37.6%
0	47409	11.9%
1	1984	0.5%

weeks_worked_in_year
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.17489713

Minimum	0
Maximum	52
Zeros	95983
Zeros (%)	48.1%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	8
Q3	52
95-th percentile	52
Maximum	52
Range	52
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	24.41148817
Coefficient of variation (CV)	1.053359073
Kurtosis	-1.863805826
Mean	23.17489713
Median Absolute Deviation (MAD)	8
Skewness	0.2101693419
Sum	4623925
Variance	595.9207546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	95983	48.1%
52	70314	35.2%
40	2790	1.4%
50	2304	1.2%
26	2268	1.1%
48	1806	0.9%
12	1780	0.9%
30	1378	0.7%
20	1330	0.7%
8	1126	0.6%
Other values (43)	18444	9.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	95983	48.1%
1	464	0.2%
2	458	0.2%
3	417	0.2%
4	757	0.4%
5	309	0.2%
6	646	0.3%
7	152	0.1%
8	1126	0.6%
9	239	0.1%

Value	Count	Frequency (%)
52	70314	35.2%
51	819	0.4%
50	2304	1.2%
49	509	0.3%
48	1806	0.9%
47	278	0.1%
46	708	0.4%
45	669	0.3%
44	845	0.4%
43	374	0.2%

year
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

94	99827
95	99696

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	598569
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	95
2nd row	94
3rd row	95
4th row	94
5th row	94

Common Values

Value	Count	Frequency (%)
94	99827	50.0%
95	99696	50.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
94	99827	50.0%
95	99696	50.0%

Most occurring characters

Value	Count	Frequency (%)
	199523	33.3%
9	199523	33.3%
4	99827	16.7%
5	99696	16.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	399046	66.7%
Space Separator	199523	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
9	199523	50.0%
4	99827	25.0%
5	99696	25.0%

Space Separator

Value	Count	Frequency (%)
	199523	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	598569	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	199523	33.3%
9	199523	33.3%
4	99827	16.7%
5	99696	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	598569	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	199523	33.3%
9	199523	33.3%
4	99827	16.7%
5	99696	16.7%

label
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

0	187141
1	12382

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	199523
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	187141	93.8%
1	12382	6.2%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0	187141	93.8%
1	12382	6.2%

Most occurring characters

Value	Count	Frequency (%)
0	187141	93.8%
1	12382	6.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	199523	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	187141	93.8%
1	12382	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	199523	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	187141	93.8%
1	12382	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	199523	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	187141	93.8%
1	12382	6.2%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	age	class_of_worker	industry_code	occupation_code	education	wage_per_hour	enrolled_in_edu_inst_last_wk	marital_status	major_industry_code	major_occupation_code	race	hispanic_Origin	sex	member_of_a_labor_union	reason_for_unemployment	full_or_part_time_employment_stat	capital_gains	tax_filer_status	region_of_previous_residence	state_of_previous_residence	detailed_household_and_family_stat	detailed_household_summary_in_household	instance_weight	migration_code_change_in_msa	migration_code_change_in_reg	migration_code_move_within_reg	live_in_this_house_1_year_ago	migration_prev_res_in_sunbelt	num_persons_worked_for_employer	family_members_under_18	country_of_birth_father	country_of_birth_mother	country_of_birth_self	citizenship	own_business_or_self_employed	fill_inc_questionnaire_for_veterans_admin	veterans_benefits	weeks_worked_in_year	year
0	73	Not in universe	0	0	High school graduate	0	Not in universe	Widowed	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	Nonfiler	Not in universe	Not in universe	Other Rel 18+ ever marr not in subfamily	Other relative of householder	1700.09	?	?	?	Not in universe under 1 year old	?	0	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95
1	58	Self-employed-not incorporated	4	34	Some college but no degree	0	Not in universe	Divorced	Construction	Precision production craft & repair	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Head of household	South	Arkansas	Householder	Householder	1053.55	MSA to MSA	Same county	Same county	No	Yes	1	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94
2	18	Not in universe	0	0	10th grade	0	High school	Never married	Not in universe or children	Not in universe	Asian or Pacific Islander	All other	Female	Not in universe	Not in universe	Not in labor force	0	Nonfiler	Not in universe	Not in universe	Child 18+ never marr Not in a subfamily	Child 18 or older	991.95	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Vietnam	Vietnam	Vietnam	Foreign born- Not a citizen of U S	0	Not in universe	2	0	95
3	9	Not in universe	0	0	Children	0	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1758.14	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94
4	10	Not in universe	0	0	Children	0	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1069.16	Nonmover	Nonmover	Nonmover	Yes	Not in universe	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94
5	48	Private	40	10	Some college but no degree	1200	Not in universe	Married-civilian spouse present	Entertainment	Professional specialty	Amer Indian Aleut or Eskimo	All other	Female	No	Not in universe	Full-time schedules	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	162.61	?	?	?	Not in universe under 1 year old	?	1	Not in universe	Philippines	United-States	United-States	Native- Born in the United States	2	Not in universe	2	52	95
6	42	Private	34	3	Bachelors degree(BA AB BS)	0	Not in universe	Married-civilian spouse present	Finance insurance and real estate	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	5178	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1535.86	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94
7	28	Private	4	40	High school graduate	0	Not in universe	Never married	Construction	Handlers equip cleaners etc	White	All other	Female	Not in universe	Job loser - on layoff	Unemployed full-time	0	Single	Not in universe	Not in universe	Secondary individual	Nonrelative of householder	898.83	?	?	?	Not in universe under 1 year old	?	4	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	30	95
8	47	Local government	43	26	Some college but no degree	876	Not in universe	Married-civilian spouse present	Education	Adm support including clerical	White	All other	Female	No	Not in universe	Full-time schedules	0	Joint both under 65	Not in universe	Not in universe	Spouse of householder	Spouse of householder	1661.53	?	?	?	Not in universe under 1 year old	?	5	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	95
9	34	Private	4	37	Some college but no degree	0	Not in universe	Married-civilian spouse present	Construction	Machine operators assmblrs & inspctrs	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1146.79	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94

Last rows

	age	class_of_worker	industry_code	occupation_code	education	enrolled_in_edu_inst_last_wk	marital_status	major_industry_code	major_occupation_code	race	hispanic_Origin	sex	member_of_a_labor_union	reason_for_unemployment	full_or_part_time_employment_stat	capital_gains	divdends_from_stocks	tax_filer_status	region_of_previous_residence	state_of_previous_residence	detailed_household_and_family_stat	detailed_household_summary_in_household	instance_weight	migration_code_change_in_msa	migration_code_change_in_reg	migration_code_move_within_reg	live_in_this_house_1_year_ago	migration_prev_res_in_sunbelt	num_persons_worked_for_employer	family_members_under_18	country_of_birth_father	country_of_birth_mother	country_of_birth_self	citizenship	own_business_or_self_employed	fill_inc_questionnaire_for_veterans_admin	veterans_benefits	weeks_worked_in_year	year
199513	57	Private	9	37	9th grade	Not in universe	Divorced	Manufacturing-durable goods	Machine operators assmblrs & inspctrs	White	Central or South American	Female	Not in universe	Not in universe	Full-time schedules	0	0	Single	Not in universe	Not in universe	Householder	Householder	743.66	?	?	?	Not in universe under 1 year old	?	4	Not in universe	Dominican-Republic	Dominican-Republic	Dominican-Republic	Foreign born- Not a citizen of U S	0	Not in universe	2	52	95
199514	51	Private	33	19	10th grade	Not in universe	Widowed	Retail trade	Sales	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	0	0	Single	South	North Dakota	Householder	Householder	1302.34	NonMSA to nonMSA	Same county	Same county	No	Yes	6	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94
199515	87	Not in universe	0	0	High school graduate	Not in universe	Widowed	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	3255.80	?	?	?	Not in universe under 1 year old	?	0	Not in universe	?	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95
199516	3	Not in universe	0	0	Children	Not in universe	Never married	Not in universe or children	Not in universe	Black	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	0	Nonfiler	South	Utah	Child under 18 of RP of unrel subfamily	Nonrelative of householder	2733.75	MSA to MSA	Same county	Same county	No	Yes	0	Mother only present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	0	0	94
199517	39	Private	43	26	Bachelors degree(BA AB BS)	Not in universe	Never married	Education	Adm support including clerical	Other	Mexican-American	Male	No	Not in universe	Full-time schedules	6849	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	908.14	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Mexico	Mexico	Mexico	Foreign born- Not a citizen of U S	2	Not in universe	2	52	95
199518	87	Not in universe	0	0	7th and 8th grade	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Not in labor force	0	0	Joint both 65+	Not in universe	Not in universe	Householder	Householder	955.27	?	?	?	Not in universe under 1 year old	?	0	Not in universe	Canada	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95
199519	65	Self-employed-incorporated	37	2	11th grade	Not in universe	Married-civilian spouse present	Business and repair services	Executive admin and managerial	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	6418	9	Joint one under 65 & one 65+	Not in universe	Not in universe	Householder	Householder	687.19	Nonmover	Nonmover	Nonmover	Yes	Not in universe	1	Not in universe	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	52	94
199520	47	Not in universe	0	0	Some college but no degree	Not in universe	Married-civilian spouse present	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	0	157	Joint both under 65	Not in universe	Not in universe	Householder	Householder	1923.03	?	?	?	Not in universe under 1 year old	?	6	Not in universe	Poland	Poland	Germany	Foreign born- U S citizen by naturalization	0	Not in universe	2	52	95
199521	16	Not in universe	0	0	10th grade	High school	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Not in labor force	0	0	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	4664.87	?	?	?	Not in universe under 1 year old	?	0	Both parents present	United-States	United-States	United-States	Native- Born in the United States	0	Not in universe	2	0	95
199522	32	Private	42	30	High school graduate	Not in universe	Never married	Medical except hospital	Other service	Black	All other	Female	No	Not in universe	Children or Armed Forces	0	0	Single	Not in universe	Not in universe	Nonfamily householder	Householder	1830.11	Nonmover	Nonmover	Nonmover	Yes	Not in universe	6	Not in universe	?	?	?	Foreign born- Not a citizen of U S	0	Not in universe	2	52	94

Most frequently occurring

	age	class_of_worker	education	enrolled_in_edu_inst_last_wk	marital_status	major_industry_code	major_occupation_code	race	hispanic_Origin	sex	member_of_a_labor_union	reason_for_unemployment	full_or_part_time_employment_stat	tax_filer_status	region_of_previous_residence	state_of_previous_residence	detailed_household_and_family_stat	detailed_household_summary_in_household	instance_weight	migration_code_change_in_msa	migration_code_change_in_reg	migration_code_move_within_reg	live_in_this_house_1_year_ago	migration_prev_res_in_sunbelt	family_members_under_18	country_of_birth_father	country_of_birth_mother	country_of_birth_self	citizenship	fill_inc_questionnaire_for_veterans_admin	year	# duplicates
559	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	2125.99	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	6
1947	11	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1131.62	Nonmover	Nonmover	Nonmover	Yes	Not in universe	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	94	6
104	0	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1363.88	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	5
358	2	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1182.42	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	5
590	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	966.31	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	5
603	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1220.24	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	5
627	3	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Male	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1803.03	Nonmover	Nonmover	Nonmover	Yes	Not in universe	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	94	5
881	5	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	886.02	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	5
1433	8	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1215.87	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	5
1453	8	Not in universe	Children	Not in universe	Never married	Not in universe or children	Not in universe	White	All other	Female	Not in universe	Not in universe	Children or Armed Forces	Nonfiler	Not in universe	Not in universe	Child <18 never marr not in subfamily	Child under 18 never married	1979.97	?	?	?	Not in universe under 1 year old	?	Both parents present	United-States	United-States	United-States	Native- Born in the United States	Not in universe	95	5

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Space Separator

Open Punctuation

Close Punctuation

Dash Punctuation

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator